In professional sports, attaining the most amount of wins in a season is the ultimate goal. Player and team statistics are commonly used to project and predict the number of wins for an upcoming season. In this analysis, we will use team statistics from every Major League Baseball team from 1871 to 2006 to predict the number of wins for each team. We will address how we handled missing values, created new variables based on the data available to us, and transformed variables to help normalize the data. We will show how we selected our variables for each of the three multiple regression models, and compare the results of each before determining which model to use for our test data.
library(tidyverse)
library(gtExtras)
library(vtable)
library(kableExtra)
library(reactable)
library(GGally)
library(corrplot)
library(corrr)
library(caret)
library(leaps)
library(MASS)
library(mice)
library(dlookr)
library(VIM)
library(performance)
library(ggcorrplot)
library(rsample)
library(skimr)
library(performance)
library(car)
library(caret)
library(olsrr)
library(DataExplorer)
library(vip)
mlb_training <- read.csv("https://raw.githubusercontent.com/moham6839/Data_621_HW1/main/moneyball-training-data.csv")
mlb_test <- read.csv("https://raw.githubusercontent.com/moham6839/Data_621_HW1/main/moneyball-evaluation-data.csv")
Since INDEX is not a variable we will be using, we
dropped it from the training and test sets:
mlb_training <- mlb_training %>%
dplyr::select(-INDEX)
mlb_test <- mlb_test %>%
dplyr::select(-INDEX)
reactable(mlb_training)
mlb_training %>%
glimpse() %>%
kable() %>%
kable_styling()
## Rows: 2,276
## Columns: 16
## $ TARGET_WINS <int> 39, 70, 86, 70, 82, 75, 80, 85, 86, 76, 78, 68, 72, 7…
## $ TEAM_BATTING_H <int> 1445, 1339, 1377, 1387, 1297, 1279, 1244, 1273, 1391,…
## $ TEAM_BATTING_2B <int> 194, 219, 232, 209, 186, 200, 179, 171, 197, 213, 179…
## $ TEAM_BATTING_3B <int> 39, 22, 35, 38, 27, 36, 54, 37, 40, 18, 27, 31, 41, 2…
## $ TEAM_BATTING_HR <int> 13, 190, 137, 96, 102, 92, 122, 115, 114, 96, 82, 95,…
## $ TEAM_BATTING_BB <int> 143, 685, 602, 451, 472, 443, 525, 456, 447, 441, 374…
## $ TEAM_BATTING_SO <int> 842, 1075, 917, 922, 920, 973, 1062, 1027, 922, 827, …
## $ TEAM_BASERUN_SB <int> NA, 37, 46, 43, 49, 107, 80, 40, 69, 72, 60, 119, 221…
## $ TEAM_BASERUN_CS <int> NA, 28, 27, 30, 39, 59, 54, 36, 27, 34, 39, 79, 109, …
## $ TEAM_BATTING_HBP <int> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, N…
## $ TEAM_PITCHING_H <int> 9364, 1347, 1377, 1396, 1297, 1279, 1244, 1281, 1391,…
## $ TEAM_PITCHING_HR <int> 84, 191, 137, 97, 102, 92, 122, 116, 114, 96, 86, 95,…
## $ TEAM_PITCHING_BB <int> 927, 689, 602, 454, 472, 443, 525, 459, 447, 441, 391…
## $ TEAM_PITCHING_SO <int> 5456, 1082, 917, 928, 920, 973, 1062, 1033, 922, 827,…
## $ TEAM_FIELDING_E <int> 1011, 193, 175, 164, 138, 123, 136, 112, 127, 131, 11…
## $ TEAM_FIELDING_DP <int> NA, 155, 153, 156, 168, 149, 186, 136, 169, 159, 141,…
| TARGET_WINS | TEAM_BATTING_H | TEAM_BATTING_2B | TEAM_BATTING_3B | TEAM_BATTING_HR | TEAM_BATTING_BB | TEAM_BATTING_SO | TEAM_BASERUN_SB | TEAM_BASERUN_CS | TEAM_BATTING_HBP | TEAM_PITCHING_H | TEAM_PITCHING_HR | TEAM_PITCHING_BB | TEAM_PITCHING_SO | TEAM_FIELDING_E | TEAM_FIELDING_DP |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 39 | 1445 | 194 | 39 | 13 | 143 | 842 | NA | NA | NA | 9364 | 84 | 927 | 5456 | 1011 | NA |
| 70 | 1339 | 219 | 22 | 190 | 685 | 1075 | 37 | 28 | NA | 1347 | 191 | 689 | 1082 | 193 | 155 |
| 86 | 1377 | 232 | 35 | 137 | 602 | 917 | 46 | 27 | NA | 1377 | 137 | 602 | 917 | 175 | 153 |
| 70 | 1387 | 209 | 38 | 96 | 451 | 922 | 43 | 30 | NA | 1396 | 97 | 454 | 928 | 164 | 156 |
| 82 | 1297 | 186 | 27 | 102 | 472 | 920 | 49 | 39 | NA | 1297 | 102 | 472 | 920 | 138 | 168 |
| 75 | 1279 | 200 | 36 | 92 | 443 | 973 | 107 | 59 | NA | 1279 | 92 | 443 | 973 | 123 | 149 |
| 80 | 1244 | 179 | 54 | 122 | 525 | 1062 | 80 | 54 | NA | 1244 | 122 | 525 | 1062 | 136 | 186 |
| 85 | 1273 | 171 | 37 | 115 | 456 | 1027 | 40 | 36 | NA | 1281 | 116 | 459 | 1033 | 112 | 136 |
| 86 | 1391 | 197 | 40 | 114 | 447 | 922 | 69 | 27 | NA | 1391 | 114 | 447 | 922 | 127 | 169 |
| 76 | 1271 | 213 | 18 | 96 | 441 | 827 | 72 | 34 | NA | 1271 | 96 | 441 | 827 | 131 | 159 |
| 78 | 1305 | 179 | 27 | 82 | 374 | 888 | 60 | 39 | NA | 1364 | 86 | 391 | 928 | 119 | 141 |
| 68 | 1372 | 203 | 31 | 95 | 509 | 801 | 119 | 79 | NA | 1372 | 95 | 509 | 801 | 147 | 150 |
| 72 | 1332 | 196 | 41 | 55 | 597 | 816 | 221 | 109 | NA | 1340 | 55 | 601 | 821 | 185 | 165 |
| 76 | 1265 | 210 | 23 | 63 | 534 | 812 | 126 | 80 | NA | 1265 | 63 | 534 | 812 | 150 | 139 |
| 74 | 1380 | 233 | 40 | 131 | 542 | 880 | 159 | 89 | NA | 1380 | 131 | 542 | 880 | 147 | 137 |
| 87 | 1417 | 226 | 28 | 108 | 539 | 682 | 86 | 69 | NA | 1417 | 108 | 539 | 682 | 136 | 136 |
| 88 | 1563 | 242 | 43 | 164 | 589 | 843 | 100 | 53 | NA | 1563 | 164 | 589 | 843 | 135 | 172 |
| 66 | 1460 | 239 | 32 | 107 | 546 | 900 | 92 | 64 | NA | 1478 | 108 | 553 | 911 | 136 | 146 |
| 75 | 1390 | 197 | 24 | 143 | 579 | 841 | 65 | 49 | NA | 2047 | 211 | 853 | 1239 | 149 | 177 |
| 93 | 1518 | 268 | 26 | 186 | 613 | 760 | 55 | 53 | NA | 1518 | 186 | 613 | 760 | 106 | 171 |
| 70 | 1467 | 241 | 22 | 154 | 509 | 835 | 41 | 39 | NA | 1467 | 154 | 509 | 835 | 154 | 190 |
| 81 | 1363 | 211 | 30 | 150 | 556 | 928 | 80 | 51 | NA | 1363 | 150 | 556 | 928 | 128 | 170 |
| 90 | 1364 | 215 | 31 | 153 | 648 | 902 | 106 | 51 | NA | 1364 | 153 | 648 | 902 | 112 | 202 |
| 92 | 1387 | 236 | 36 | 167 | 671 | 860 | 109 | 42 | NA | 1387 | 167 | 671 | 860 | 107 | 156 |
| 75 | 1406 | 257 | 26 | 172 | 590 | 926 | 125 | 44 | NA | 1406 | 172 | 590 | 926 | 117 | 162 |
| 75 | 1458 | 258 | 31 | 124 | 469 | 819 | 86 | 52 | NA | 1458 | 124 | 469 | 819 | 135 | 175 |
| 91 | 1422 | 208 | 37 | 145 | 429 | 1011 | 89 | 40 | NA | 1422 | 145 | 429 | 1011 | 96 | 173 |
| 80 | 1448 | 237 | 27 | 147 | 566 | 1000 | 69 | 43 | NA | 1448 | 147 | 566 | 1000 | 140 | 186 |
| 81 | 1396 | 245 | 29 | 115 | 448 | 928 | 94 | 56 | NA | 1396 | 115 | 448 | 928 | 102 | 156 |
| 72 | 1306 | 202 | 20 | 88 | 416 | 882 | 160 | 101 | NA | 1306 | 88 | 416 | 882 | 134 | 172 |
| 71 | 1399 | 259 | 24 | 114 | 564 | 930 | 169 | 100 | NA | 1399 | 114 | 564 | 930 | 120 | 161 |
| 66 | 1468 | 251 | 23 | 169 | 566 | 1007 | 92 | 76 | NA | 2068 | 238 | 797 | 1419 | 107 | 155 |
| 87 | 1553 | 282 | 28 | 208 | 630 | 993 | 65 | 44 | NA | 1735 | 232 | 704 | 1109 | 106 | 134 |
| 70 | 1581 | 258 | 24 | 193 | 530 | 980 | 53 | 39 | NA | 1591 | 194 | 533 | 986 | 129 | 157 |
| 84 | 1531 | 279 | 25 | 161 | 617 | 953 | 126 | 72 | NA | 1531 | 161 | 617 | 953 | 126 | 140 |
| 85 | 1530 | 314 | 27 | 147 | 510 | 1028 | 93 | 45 | NA | 1530 | 147 | 510 | 1028 | 106 | 146 |
| 70 | 1404 | 248 | 22 | 158 | 511 | 1022 | 71 | 45 | NA | 1404 | 158 | 511 | 1022 | 106 | 156 |
| 82 | 1574 | 309 | 34 | 236 | 608 | 1024 | 93 | 52 | 47 | 1574 | 236 | 608 | 1024 | 134 | 184 |
| 75 | 1447 | 275 | 26 | 158 | 494 | 1001 | 116 | 52 | 77 | 1447 | 158 | 494 | 1001 | 103 | 142 |
| 99 | 1603 | 333 | 32 | 152 | 462 | 805 | 117 | 51 | 74 | 1603 | 152 | 462 | 805 | 87 | 151 |
| 77 | 1473 | 276 | 33 | 150 | 476 | 838 | 129 | 61 | 56 | 1473 | 150 | 476 | 838 | 105 | 138 |
| 92 | 1603 | 272 | 37 | 162 | 450 | 942 | 143 | 46 | 73 | 1603 | 162 | 450 | 942 | 90 | 126 |
| 95 | 1520 | 278 | 30 | 147 | 447 | 848 | 161 | 57 | 29 | 1520 | 147 | 447 | 848 | 87 | 139 |
| 65 | 1353 | 235 | 46 | 159 | 489 | 1239 | 73 | 38 | NA | 1353 | 159 | 489 | 1239 | 100 | 125 |
| 100 | 1566 | 289 | 46 | 216 | 588 | 1045 | 137 | 39 | NA | 1566 | 216 | 588 | 1045 | 104 | 129 |
| 85 | 1466 | 282 | 44 | 179 | 535 | 975 | 97 | 44 | 59 | 1466 | 179 | 535 | 975 | 107 | 138 |
| 92 | 1494 | 284 | 35 | 208 | 587 | 1052 | 71 | 38 | 57 | 1494 | 208 | 587 | 1052 | 84 | 148 |
| 98 | 1471 | 283 | 41 | 165 | 643 | 1016 | 92 | 46 | 50 | 1471 | 165 | 643 | 1016 | 89 | 116 |
| 84 | 1467 | 303 | 47 | 152 | 531 | 1006 | 76 | 38 | 45 | 1467 | 152 | 531 | 1006 | 107 | 132 |
| 51 | 1401 | 295 | 38 | 135 | 441 | 1022 | 53 | 32 | 35 | 1401 | 135 | 441 | 1022 | 139 | 144 |
| 77 | 1419 | 291 | 27 | 191 | 606 | 1094 | 67 | 26 | 55 | 1419 | 191 | 606 | 1094 | 94 | 159 |
| 76 | 1506 | 331 | 38 | 160 | 504 | 965 | 76 | 30 | 67 | 1506 | 160 | 504 | 965 | 104 | 172 |
| 38 | 1774 | 217 | 96 | 19 | 74 | 99 | NA | NA | NA | 4871 | 52 | 203 | 272 | 1252 | 88 |
| 90 | 1673 | 222 | 56 | 21 | 134 | 227 | NA | NA | NA | 3872 | 49 | 310 | 525 | 977 | 97 |
| 113 | 1890 | 246 | 100 | 11 | 176 | 327 | NA | NA | NA | 5103 | 30 | 475 | 883 | 780 | 97 |
| 104 | 1703 | 266 | 98 | 39 | 174 | 428 | NA | NA | NA | 3284 | 75 | 336 | 825 | 615 | 112 |
| 77 | 1502 | 258 | 79 | 39 | 203 | 426 | NA | NA | NA | 2897 | 75 | 392 | 822 | 710 | 104 |
| 87 | 1587 | 220 | 96 | 29 | 258 | 471 | NA | NA | NA | 3061 | 56 | 498 | 908 | 569 | 71 |
| 104 | 1670 | 345 | 142 | 56 | 203 | 699 | NA | NA | NA | 2761 | 93 | 336 | 1155 | 631 | NA |
| 107 | 1551 | 261 | 88 | 53 | 302 | 963 | NA | NA | NA | 2264 | 77 | 441 | 1405 | 546 | NA |
| 67 | 1323 | 208 | 77 | 32 | 275 | 755 | NA | NA | NA | 1914 | 46 | 398 | 1092 | 644 | NA |
| 78 | 1502 | 209 | 82 | 33 | 346 | 744 | 216 | NA | NA | 2080 | 46 | 479 | 1030 | 644 | NA |
| 82 | 1680 | 248 | 126 | 71 | 455 | 525 | 499 | NA | NA | 2249 | 95 | 609 | 703 | 699 | NA |
| 85 | 1430 | 202 | 108 | 68 | 341 | 633 | 354 | NA | NA | 1729 | 82 | 412 | 765 | 597 | NA |
| 105 | 1583 | 248 | 68 | 53 | 596 | 570 | 419 | NA | NA | 2003 | 67 | 754 | 721 | 523 | NA |
| 93 | 1486 | 213 | 76 | 38 | 646 | 627 | 347 | NA | NA | 1810 | 46 | 787 | 764 | 436 | NA |
| 102 | 1484 | 212 | 94 | 63 | 625 | 632 | 339 | NA | NA | 1742 | 74 | 734 | 742 | 420 | NA |
| 108 | 1705 | 224 | 63 | 82 | 705 | 367 | 305 | NA | NA | 2141 | 103 | 885 | 461 | 443 | NA |
| 102 | 2035 | 334 | 115 | 126 | 657 | 320 | 296 | NA | NA | 2498 | 155 | 806 | 393 | 509 | NA |
| 88 | 1693 | 244 | 70 | 67 | 618 | 292 | 246 | NA | NA | 2094 | 83 | 764 | 361 | 450 | NA |
| 92 | 1751 | 216 | 92 | 45 | 512 | 339 | 298 | NA | NA | 2165 | 56 | 633 | 419 | 455 | NA |
| 114 | 1932 | 282 | 102 | 55 | 519 | 322 | 286 | NA | NA | 2371 | 68 | 637 | 395 | 334 | NA |
| 111 | 1665 | 207 | 60 | 58 | 440 | 329 | 187 | NA | NA | 1810 | 63 | 478 | 358 | 325 | NA |
| 101 | 1617 | 190 | 96 | 42 | 459 | 287 | 197 | NA | NA | 1723 | 45 | 489 | 306 | 314 | NA |
| 77 | 1647 | 191 | 80 | 56 | 464 | 326 | 214 | NA | NA | 1933 | 66 | 545 | 383 | 318 | 101 |
| 86 | 1393 | 168 | 46 | 17 | 471 | 569 | 223 | NA | NA | 1647 | 20 | 557 | 673 | 279 | 106 |
| 68 | 1344 | 207 | 55 | 29 | 467 | NA | 187 | NA | NA | 1578 | 34 | 548 | NA | 412 | 104 |
| 58 | 1289 | 162 | 53 | 25 | 335 | NA | 151 | NA | NA | 1365 | 26 | 355 | NA | 358 | 96 |
| 54 | 1280 | 156 | 55 | 18 | 318 | NA | 139 | NA | NA | 1346 | 19 | 335 | NA | 327 | 94 |
| 53 | 1196 | 146 | 46 | 17 | 382 | NA | 100 | NA | NA | 1283 | 18 | 410 | NA | 362 | 109 |
| 63 | 1338 | 155 | 67 | 24 | 452 | NA | 129 | NA | NA | 1465 | 26 | 495 | NA | 273 | 140 |
| 66 | 1292 | 144 | 45 | 18 | 436 | NA | 141 | NA | NA | 1359 | 19 | 459 | NA | 265 | 95 |
| 48 | 1187 | 131 | 46 | 16 | 424 | NA | 143 | NA | NA | 1257 | 17 | 449 | NA | 360 | 107 |
| 56 | 1334 | 183 | 52 | 33 | 380 | 572 | 161 | NA | NA | 1412 | 35 | 402 | 606 | 323 | 145 |
| 47 | 1520 | 267 | 58 | 40 | 594 | 619 | 181 | NA | NA | 1631 | 43 | 637 | 664 | 372 | 118 |
| 55 | 1551 | 240 | 72 | 37 | 481 | 731 | 145 | NA | NA | 1642 | 39 | 509 | 774 | 312 | 137 |
| 74 | 1414 | 205 | 64 | 34 | 524 | 687 | 190 | NA | NA | 1517 | 36 | 562 | 737 | 293 | 88 |
| 100 | 1384 | 226 | 64 | 37 | 532 | 653 | 147 | NA | NA | 1465 | 39 | 563 | 691 | 251 | 151 |
| 88 | 1299 | 246 | 61 | 18 | 585 | 661 | 129 | 104 | NA | 1384 | 19 | 623 | 704 | 227 | 123 |
| 76 | 1355 | 179 | 79 | 23 | 452 | 622 | 164 | NA | NA | 1435 | 24 | 479 | 659 | 237 | 129 |
| 69 | 1325 | 140 | 77 | 17 | 457 | 572 | 108 | NA | NA | 1731 | 22 | 597 | 747 | 240 | 116 |
| 66 | 1400 | 165 | 72 | 28 | 414 | 561 | 169 | NA | NA | 1632 | 33 | 483 | 654 | 238 | 129 |
| 66 | 1447 | 179 | 92 | 25 | 410 | 520 | 94 | 104 | NA | 1542 | 27 | 437 | 554 | 255 | 133 |
| 84 | 1653 | 221 | 106 | 65 | 399 | 498 | 100 | 106 | NA | 1750 | 69 | 422 | 527 | 211 | 129 |
| 56 | 1435 | 172 | 77 | 34 | 410 | 478 | 71 | 69 | NA | 1519 | 36 | 434 | 506 | 228 | 128 |
| 57 | 1531 | 224 | 61 | 34 | 451 | 425 | 60 | 84 | NA | 1611 | 36 | 474 | 447 | 242 | 165 |
| 56 | 1435 | 205 | 55 | 26 | 375 | 478 | 78 | 72 | NA | 1519 | 28 | 397 | 506 | 178 | 163 |
| 74 | 1659 | 275 | 74 | 43 | 429 | 402 | 82 | 76 | NA | 1757 | 46 | 454 | 426 | 234 | 154 |
| 70 | 1539 | 223 | 66 | 17 | 454 | 371 | 86 | NA | NA | 1640 | 18 | 484 | 395 | 222 | 160 |
| 63 | 1576 | 227 | 64 | 39 | 364 | 382 | 105 | NA | NA | 1658 | 41 | 383 | 402 | 243 | 137 |
| 53 | 1524 | 255 | 43 | 55 | 473 | 399 | 64 | NA | NA | 1614 | 58 | 501 | 422 | 204 | 149 |
| 59 | 1558 | 265 | 81 | 35 | 429 | 454 | 68 | NA | NA | 1639 | 37 | 451 | 478 | 215 | 154 |
| 74 | 1581 | 259 | 82 | 69 | 349 | 418 | 73 | NA | NA | 1663 | 73 | 367 | 440 | 187 | 176 |
| 67 | 1438 | 232 | 62 | 36 | 387 | 452 | 48 | NA | NA | 1513 | 38 | 407 | 475 | 176 | 148 |
| 81 | 1536 | 276 | 56 | 66 | 365 | 522 | 38 | NA | NA | 1616 | 69 | 384 | 549 | 160 | 153 |
| 87 | 1389 | 228 | 59 | 57 | 343 | 450 | 26 | NA | NA | 1461 | 60 | 361 | 473 | 137 | 156 |
| 84 | 1566 | 250 | 47 | 89 | 402 | 472 | 32 | NA | NA | 1680 | 95 | 431 | 506 | 181 | 129 |
| 40 | 1478 | 247 | 35 | 79 | 374 | 462 | 21 | NA | NA | 1565 | 84 | 396 | 489 | 209 | 107 |
| 75 | 1525 | 218 | 47 | 70 | 455 | 612 | 24 | NA | NA | 1604 | 74 | 479 | 644 | 199 | 184 |
| 84 | 1348 | 213 | 44 | 67 | 517 | 754 | 48 | NA | NA | 1437 | 71 | 551 | 804 | 167 | 136 |
| 68 | 1497 | 213 | 42 | 60 | 393 | 530 | 44 | NA | NA | 1606 | 64 | 422 | 569 | 194 | 191 |
| 69 | 1456 | 233 | 53 | 63 | 428 | 619 | 51 | NA | NA | 1552 | 67 | 456 | 660 | 195 | 180 |
| 65 | 1331 | 230 | 21 | 74 | 519 | 555 | 54 | NA | NA | 1457 | 81 | 568 | 608 | 152 | 151 |
| 72 | 1284 | 214 | 38 | 41 | 497 | 645 | 59 | NA | NA | 1360 | 43 | 526 | 683 | 188 | 147 |
| 68 | 1366 | 263 | 41 | 83 | 480 | 535 | 39 | NA | NA | 1437 | 87 | 505 | 563 | 191 | 168 |
| 71 | 1549 | 244 | 27 | 108 | 554 | 544 | 87 | NA | NA | 1651 | 115 | 590 | 580 | 206 | 171 |
| 86 | 1458 | 252 | 51 | 47 | 591 | 496 | 64 | NA | NA | 1544 | 50 | 626 | 525 | 179 | 137 |
| 90 | 1519 | 279 | 44 | 89 | 587 | 526 | 61 | NA | NA | 1598 | 94 | 617 | 553 | 161 | 130 |
| 96 | 1544 | 288 | 52 | 101 | 710 | 568 | 46 | NA | NA | 1635 | 107 | 752 | 601 | 151 | 140 |
| 79 | 1447 | 259 | 35 | 108 | 720 | 690 | 29 | NA | NA | 1522 | 114 | 757 | 726 | 157 | 151 |
| 87 | 1484 | 259 | 38 | 156 | 647 | 648 | 75 | NA | NA | 1561 | 164 | 681 | 682 | 191 | 154 |
| 80 | 1457 | 246 | 39 | 137 | 594 | 649 | 84 | 36 | NA | 1533 | 144 | 625 | 683 | 153 | 165 |
| 68 | 1285 | 198 | 33 | 116 | 511 | 753 | 61 | 36 | NA | 1361 | 123 | 541 | 797 | 162 | 151 |
| 94 | 1467 | 228 | 43 | 146 | 495 | 651 | 57 | 33 | NA | 1543 | 154 | 521 | 685 | 122 | 180 |
| 89 | 1449 | 230 | 58 | 191 | 530 | 773 | 44 | 28 | NA | 1524 | 201 | 558 | 813 | 160 | 163 |
| 100 | 1545 | 232 | 65 | 209 | 485 | 767 | 37 | 17 | NA | 1625 | 220 | 510 | 807 | 126 | 182 |
| 89 | 1481 | 224 | 37 | 184 | 507 | 794 | 43 | 15 | NA | 1538 | 191 | 527 | 825 | 128 | 143 |
| 93 | 1465 | 208 | 50 | 179 | 487 | 834 | 73 | 39 | NA | 1541 | 188 | 512 | 877 | 146 | 144 |
| 87 | 1436 | 209 | 36 | 198 | 562 | 926 | 74 | 45 | NA | 1511 | 208 | 591 | 974 | 117 | 160 |
| 86 | 1376 | 204 | 38 | 181 | 581 | 975 | 57 | 27 | NA | 1376 | 181 | 581 | 975 | 123 | 154 |
| 84 | 1345 | 204 | 39 | 139 | 525 | 954 | 75 | 52 | NA | 1345 | 139 | 525 | 954 | 129 | 161 |
| 88 | 1522 | 274 | 32 | 159 | 486 | 825 | 53 | 41 | NA | 1522 | 159 | 486 | 825 | 143 | 139 |
| 86 | 1419 | 243 | 28 | 196 | 408 | 976 | 64 | 37 | NA | 1419 | 196 | 408 | 976 | 140 | 145 |
| 85 | 1476 | 220 | 32 | 207 | 512 | 913 | 59 | 47 | NA | 1476 | 207 | 512 | 913 | 154 | 139 |
| 77 | 1307 | 191 | 29 | 158 | 512 | 947 | 55 | 45 | NA | 1307 | 158 | 512 | 947 | 138 | 148 |
| 81 | 1399 | 179 | 31 | 80 | 414 | 782 | 83 | 44 | NA | 1399 | 80 | 414 | 782 | 125 | 139 |
| 76 | 1495 | 215 | 24 | 160 | 522 | 736 | 58 | 34 | NA | 1495 | 160 | 522 | 736 | 140 | 118 |
| 74 | 1434 | 196 | 18 | 151 | 560 | 810 | 49 | 37 | NA | 1508 | 159 | 589 | 852 | 164 | 137 |
| 76 | 1506 | 220 | 34 | 207 | 612 | 875 | 85 | 40 | NA | 1515 | 208 | 616 | 880 | 167 | 143 |
| 88 | 1375 | 202 | 37 | 120 | 571 | 772 | 72 | 44 | NA | 1375 | 120 | 571 | 772 | 132 | 161 |
| 67 | 1331 | 180 | 28 | 108 | 546 | 764 | 55 | 38 | NA | 1339 | 109 | 549 | 769 | 176 | 148 |
| 70 | 1309 | 170 | 30 | 82 | 589 | 811 | 74 | 61 | NA | 1309 | 82 | 589 | 811 | 167 | 151 |
| 61 | 1404 | 218 | 20 | 139 | 537 | 876 | 82 | 53 | NA | 1404 | 139 | 537 | 876 | 175 | 127 |
| 69 | 1313 | 191 | 39 | 123 | 550 | 874 | 90 | 65 | NA | 1313 | 123 | 550 | 874 | 153 | 126 |
| 67 | 1406 | 223 | 28 | 128 | 496 | 828 | 99 | 51 | NA | 1424 | 130 | 502 | 838 | 185 | 141 |
| 82 | 1360 | 227 | 22 | 145 | 437 | 905 | 73 | 52 | NA | 1368 | 146 | 440 | 911 | 163 | 157 |
| 76 | 1354 | 226 | 34 | 98 | 491 | 825 | 150 | 60 | NA | 2069 | 150 | 750 | 1261 | 156 | 142 |
| 89 | 1411 | 215 | 22 | 146 | 554 | 869 | 151 | 77 | NA | 1411 | 146 | 554 | 869 | 137 | 186 |
| 88 | 1489 | 218 | 45 | 130 | 582 | 847 | 146 | 88 | NA | 1489 | 130 | 582 | 847 | 137 | 176 |
| 80 | 1338 | 234 | 27 | 111 | 555 | 896 | 140 | 85 | NA | 1338 | 111 | 555 | 896 | 139 | 153 |
| 66 | 1359 | 213 | 28 | 126 | 553 | 849 | 72 | 52 | NA | 1359 | 126 | 553 | 849 | 159 | 197 |
| 72 | 1356 | 242 | 24 | 139 | 541 | 910 | 94 | 76 | NA | 1364 | 140 | 544 | 916 | 142 | 182 |
| 69 | 1410 | 286 | 24 | 153 | 645 | 839 | 136 | 68 | NA | 1419 | 154 | 649 | 844 | 117 | 171 |
| 55 | 1335 | 231 | 28 | 97 | 437 | 859 | 96 | 70 | NA | 1352 | 98 | 442 | 870 | 153 | 140 |
| 65 | 1376 | 263 | 26 | 162 | 473 | 1010 | 92 | 55 | NA | 1376 | 162 | 473 | 1010 | 158 | 133 |
| 94 | 1407 | 255 | 30 | 141 | 563 | 906 | 165 | 76 | NA | 1407 | 141 | 563 | 906 | 138 | 122 |
| 98 | 1391 | 223 | 48 | 138 | 493 | 924 | 126 | 60 | NA | 1391 | 138 | 493 | 924 | 109 | 121 |
| 104 | 1444 | 239 | 29 | 169 | 560 | 946 | 125 | 48 | NA | 1444 | 169 | 560 | 946 | 108 | 146 |
| 97 | 1465 | 281 | 26 | 195 | 536 | 949 | 68 | 44 | NA | 2082 | 277 | 762 | 1349 | 115 | 121 |
| 101 | 1352 | 236 | 30 | 189 | 585 | 1050 | 82 | 48 | NA | 1521 | 213 | 658 | 1181 | 113 | 127 |
| 96 | 1514 | 264 | 28 | 197 | 530 | 1032 | 83 | 43 | NA | 1514 | 197 | 530 | 1032 | 130 | 143 |
| 101 | 1490 | 268 | 37 | 174 | 597 | 1160 | 108 | 58 | NA | 1490 | 174 | 597 | 1160 | 114 | 136 |
| 106 | 1489 | 297 | 26 | 215 | 548 | 1062 | 98 | 43 | NA | 1489 | 215 | 548 | 1062 | 91 | 139 |
| 103 | 1481 | 309 | 23 | 197 | 608 | 962 | 148 | 66 | NA | 1481 | 197 | 608 | 962 | 111 | 122 |
| 95 | 1490 | 274 | 26 | 179 | 595 | 1010 | 148 | 56 | 59 | 1490 | 179 | 595 | 1010 | 129 | 138 |
| 88 | 1432 | 263 | 24 | 174 | 493 | 1039 | 85 | 46 | 45 | 1432 | 174 | 493 | 1039 | 103 | 133 |
| 101 | 1608 | 321 | 31 | 235 | 545 | 933 | 68 | 22 | 49 | 1608 | 235 | 545 | 933 | 121 | 166 |
| 96 | 1503 | 304 | 37 | 178 | 587 | 1158 | 86 | 32 | 59 | 1503 | 178 | 587 | 1158 | 116 | 171 |
| 90 | 1453 | 308 | 37 | 184 | 534 | 1084 | 92 | 32 | 45 | 1453 | 184 | 534 | 1084 | 86 | 170 |
| 79 | 1510 | 312 | 26 | 222 | 526 | 1169 | 52 | 35 | 52 | 1510 | 222 | 526 | 1169 | 99 | 146 |
| 57 | 1478 | 227 | 78 | 31 | 384 | 454 | 208 | NA | NA | 1748 | 37 | 454 | 537 | 465 | 125 |
| 93 | 1494 | 248 | 73 | 35 | 444 | 390 | 163 | NA | NA | 1780 | 42 | 529 | 465 | 326 | 145 |
| 76 | 1320 | 193 | 79 | 14 | 316 | 628 | 118 | NA | NA | 1538 | 16 | 368 | 732 | 312 | 110 |
| 69 | 1349 | 163 | 56 | 11 | 354 | 649 | 160 | NA | NA | 1438 | 12 | 377 | 692 | 285 | 83 |
| 83 | 1353 | 158 | 65 | 22 | 398 | NA | 240 | NA | NA | 1471 | 24 | 433 | NA | 314 | 87 |
| 74 | 1411 | 164 | 67 | 11 | 394 | NA | 153 | NA | NA | 1504 | 12 | 420 | NA | 284 | 103 |
| 88 | 1344 | 184 | 55 | 21 | 366 | NA | 134 | NA | NA | 1432 | 22 | 390 | NA | 253 | 103 |
| 66 | 1243 | 125 | 49 | 11 | 357 | NA | 147 | NA | NA | 1342 | 12 | 386 | NA | 288 | 116 |
| 49 | 1162 | 138 | 63 | 13 | 437 | NA | 178 | NA | NA | 1222 | 14 | 460 | NA | 405 | 119 |
| 48 | 1270 | 199 | 67 | 18 | 490 | NA | 133 | NA | NA | 1354 | 19 | 522 | NA | 382 | 111 |
| 56 | 1328 | 175 | 75 | 20 | 472 | NA | 185 | NA | NA | 1397 | 21 | 497 | NA | 358 | 134 |
| 60 | 1263 | 190 | 77 | 19 | 482 | 814 | 221 | NA | NA | 1337 | 20 | 510 | 862 | 319 | 132 |
| 75 | 1314 | 196 | 79 | 18 | 448 | 914 | 247 | 200 | NA | 1391 | 19 | 474 | 968 | 336 | 121 |
| 66 | 1320 | 175 | 68 | 20 | 497 | 805 | 212 | 168 | NA | 1389 | 21 | 523 | 847 | 353 | 151 |
| 83 | 1328 | 190 | 53 | 15 | 660 | 673 | 246 | NA | NA | 1397 | 16 | 694 | 708 | 261 | 126 |
| 60 | 1315 | 193 | 66 | 16 | 426 | 568 | 165 | NA | NA | 1383 | 17 | 448 | 598 | 296 | 146 |
| 77 | 1381 | 202 | 53 | 7 | 527 | 451 | 183 | NA | NA | 1834 | 9 | 700 | 599 | 252 | 114 |
| 78 | 1438 | 218 | 85 | 36 | 456 | 516 | 86 | NA | NA | 1676 | 42 | 531 | 601 | 249 | 114 |
| 80 | 1748 | 295 | 88 | 53 | 452 | 359 | 125 | 84 | NA | 1851 | 56 | 479 | 380 | 245 | 126 |
| 85 | 1741 | 259 | 112 | 70 | 434 | 428 | 97 | 75 | NA | 1831 | 74 | 457 | 450 | 236 | 134 |
| 98 | 1781 | 306 | 99 | 103 | 498 | 401 | 139 | 77 | NA | 1874 | 108 | 524 | 422 | 206 | 166 |
| 79 | 1587 | 264 | 66 | 87 | 471 | 451 | 68 | 58 | NA | 1691 | 93 | 502 | 481 | 188 | 155 |
| 79 | 1645 | 284 | 66 | 71 | 496 | 372 | 91 | 91 | NA | 1753 | 76 | 529 | 396 | 188 | 150 |
| 65 | 1524 | 266 | 82 | 76 | 460 | 489 | 65 | 75 | NA | 1603 | 80 | 484 | 514 | 240 | 176 |
| 62 | 1525 | 277 | 62 | 58 | 469 | 445 | 96 | 70 | NA | 1615 | 61 | 497 | 471 | 263 | 176 |
| 86 | 1505 | 290 | 80 | 66 | 576 | 504 | 80 | 45 | NA | 1583 | 69 | 606 | 530 | 194 | 154 |
| 67 | 1489 | 304 | 70 | 79 | 523 | 579 | 98 | 75 | NA | 1566 | 83 | 550 | 609 | 199 | 160 |
| 66 | 1531 | 302 | 65 | 80 | 513 | 610 | 77 | 84 | NA | 1611 | 84 | 540 | 642 | 243 | 168 |
| 66 | 1580 | 288 | 73 | 70 | 533 | 555 | 73 | 65 | NA | 1662 | 74 | 561 | 584 | 197 | 164 |
| 59 | 1434 | 262 | 69 | 69 | 558 | 597 | 77 | 64 | NA | 1538 | 74 | 599 | 640 | 161 | 174 |
| 71 | 1510 | 269 | 63 | 66 | 548 | 673 | 46 | 33 | NA | 1609 | 70 | 584 | 717 | 199 | 171 |
| 69 | 1541 | 310 | 54 | 78 | 632 | 598 | 48 | 27 | NA | 1642 | 83 | 674 | 637 | 198 | 147 |
| 61 | 1601 | 319 | 70 | 84 | 666 | 668 | 66 | 21 | NA | 1706 | 90 | 710 | 712 | 200 | 152 |
| 48 | 1655 | 344 | 46 | 75 | 541 | 536 | 32 | 28 | NA | 1741 | 79 | 569 | 564 | 183 | 175 |
| 45 | 1528 | 255 | 53 | 96 | 588 | 637 | 50 | 40 | NA | 1607 | 101 | 619 | 670 | 209 | 151 |
| 70 | 1497 | 292 | 61 | 124 | 585 | 675 | 54 | 42 | NA | 1575 | 130 | 615 | 710 | 166 | 188 |
| 74 | 1515 | 296 | 61 | 96 | 815 | 581 | 53 | 41 | NA | 1594 | 101 | 857 | 611 | 159 | 164 |
| 77 | 1352 | 244 | 38 | 83 | 606 | 689 | 39 | 46 | NA | 1441 | 88 | 646 | 734 | 162 | 135 |
| 94 | 1397 | 235 | 47 | 76 | 559 | 635 | 46 | 35 | NA | 1470 | 80 | 588 | 668 | 180 | 149 |
| 87 | 1397 | 231 | 40 | 68 | 536 | 595 | 27 | 33 | NA | 1499 | 73 | 575 | 638 | 153 | 132 |
| 69 | 1420 | 231 | 48 | 88 | 489 | 750 | 24 | 37 | NA | 1494 | 93 | 514 | 789 | 167 | 165 |
| 62 | 1302 | 199 | 55 | 95 | 613 | 698 | 73 | 52 | NA | 1370 | 100 | 645 | 734 | 141 | 178 |
| 62 | 1523 | 266 | 66 | 67 | 612 | 606 | 67 | 47 | NA | 1613 | 71 | 648 | 642 | 178 | 201 |
| 56 | 1369 | 224 | 32 | 123 | 664 | 736 | 40 | 41 | NA | 1440 | 129 | 698 | 774 | 174 | 162 |
| 61 | 1335 | 247 | 45 | 112 | 726 | 783 | 41 | 42 | NA | 1404 | 118 | 764 | 824 | 206 | 163 |
| 55 | 1355 | 235 | 49 | 90 | 548 | 729 | 37 | 40 | NA | 1425 | 95 | 576 | 767 | 180 | 188 |
| 67 | 1410 | 237 | 48 | 86 | 568 | 757 | 32 | 36 | NA | 1483 | 90 | 598 | 796 | 163 | 185 |
| 57 | 1377 | 205 | 52 | 55 | 492 | 667 | 32 | 33 | NA | 1449 | 58 | 518 | 702 | 155 | 160 |
| 60 | 1329 | 186 | 41 | 57 | 589 | 781 | 36 | 48 | NA | 1398 | 60 | 620 | 822 | 170 | 167 |
| 73 | 1307 | 208 | 36 | 96 | 592 | 763 | 41 | 44 | NA | 1375 | 101 | 623 | 803 | 140 | 149 |
| 81 | 1413 | 204 | 42 | 93 | 537 | 745 | 61 | 37 | NA | 1506 | 99 | 572 | 794 | 116 | 169 |
| 78 | 1306 | 206 | 20 | 114 | 511 | 774 | 35 | 37 | NA | 1383 | 121 | 541 | 820 | 121 | 168 |
| 78 | 1304 | 191 | 24 | 115 | 564 | 726 | 38 | 25 | NA | 1372 | 121 | 593 | 764 | 155 | 171 |
| 94 | 1375 | 217 | 35 | 129 | 627 | 843 | 39 | 25 | NA | 1446 | 136 | 660 | 887 | 113 | 181 |
| 95 | 1393 | 227 | 36 | 149 | 581 | 902 | 39 | 30 | NA | 1393 | 149 | 581 | 902 | 126 | 173 |
| 77 | 1363 | 225 | 34 | 156 | 516 | 931 | 45 | 32 | NA | 1363 | 156 | 516 | 931 | 122 | 152 |
| 86 | 1359 | 207 | 32 | 146 | 469 | 940 | 97 | 34 | NA | 1359 | 146 | 469 | 940 | 99 | 157 |
| 97 | 1357 | 229 | 20 | 162 | 537 | 1019 | 78 | 38 | NA | 1357 | 162 | 537 | 1019 | 95 | 159 |
| 94 | 1299 | 227 | 38 | 125 | 529 | 907 | 67 | 31 | NA | 1299 | 125 | 529 | 907 | 126 | 152 |
| 98 | 1444 | 246 | 35 | 177 | 520 | 938 | 56 | 44 | NA | 1462 | 179 | 527 | 950 | 116 | 144 |
| 76 | 1320 | 216 | 44 | 139 | 534 | 1008 | 54 | 37 | NA | 1328 | 140 | 537 | 1014 | 125 | 145 |
| 91 | 1187 | 215 | 28 | 133 | 570 | 1019 | 78 | 32 | NA | 1187 | 133 | 570 | 1019 | 120 | 131 |
| 109 | 1465 | 234 | 29 | 175 | 634 | 806 | 82 | 45 | NA | 1465 | 175 | 634 | 806 | 101 | 145 |
| 108 | 1424 | 213 | 25 | 179 | 717 | 952 | 84 | 39 | NA | 1424 | 179 | 717 | 952 | 117 | 148 |
| 104 | 1417 | 212 | 26 | 162 | 689 | 865 | 68 | 39 | NA | 1453 | 166 | 706 | 887 | 115 | 152 |
| 84 | 1213 | 203 | 31 | 105 | 533 | 984 | 82 | 43 | NA | 1276 | 110 | 561 | 1035 | 105 | 158 |
| 97 | 1474 | 229 | 48 | 119 | 648 | 752 | 146 | 64 | NA | 1474 | 119 | 648 | 752 | 119 | 184 |
| 91 | 1418 | 226 | 27 | 116 | 509 | 770 | 145 | 58 | NA | 1418 | 116 | 509 | 770 | 128 | 174 |
| 92 | 1408 | 228 | 34 | 126 | 591 | 850 | 106 | 56 | NA | 1435 | 128 | 602 | 866 | 109 | 178 |
| 88 | 1326 | 213 | 28 | 119 | 519 | 883 | 150 | 61 | NA | 1326 | 119 | 519 | 883 | 118 | 157 |
| 98 | 1442 | 232 | 25 | 149 | 563 | 951 | 91 | 51 | NA | 1451 | 150 | 566 | 957 | 107 | 190 |
| 91 | 1406 | 250 | 19 | 155 | 555 | 869 | 75 | 61 | NA | 1415 | 156 | 558 | 874 | 111 | 167 |
| 104 | 1427 | 263 | 24 | 184 | 619 | 863 | 101 | 50 | NA | 1454 | 187 | 631 | 879 | 127 | 164 |
| 100 | 1523 | 258 | 29 | 156 | 587 | 766 | 111 | 38 | NA | 1523 | 156 | 587 | 766 | 95 | 178 |
| 91 | 1362 | 255 | 17 | 136 | 623 | 700 | 63 | 52 | NA | 2101 | 210 | 961 | 1080 | 105 | 176 |
| 94 | 1478 | 259 | 27 | 179 | 634 | 796 | 49 | 38 | NA | 1478 | 179 | 634 | 796 | 101 | 140 |
| 98 | 1492 | 283 | 27 | 168 | 601 | 800 | 61 | 33 | NA | 1492 | 168 | 601 | 800 | 121 | 159 |
| 85 | 1374 | 234 | 23 | 160 | 620 | 884 | 51 | 36 | NA | 1374 | 160 | 620 | 884 | 123 | 166 |
| 84 | 1460 | 235 | 22 | 215 | 608 | 914 | 69 | 43 | NA | 1469 | 216 | 612 | 920 | 116 | 169 |
| 73 | 1425 | 223 | 13 | 169 | 563 | 862 | 64 | 34 | NA | 1425 | 169 | 563 | 862 | 135 | 163 |
| 67 | 1437 | 219 | 20 | 211 | 524 | 939 | 69 | 45 | NA | 1437 | 211 | 524 | 939 | 109 | 174 |
| 54 | 1283 | 200 | 20 | 138 | 507 | 874 | 69 | 44 | NA | 1291 | 139 | 510 | 879 | 119 | 173 |
| 87 | 1369 | 238 | 33 | 129 | 593 | 957 | 118 | 55 | NA | 1369 | 129 | 593 | 957 | 87 | 163 |
| 76 | 1336 | 235 | 22 | 133 | 664 | 968 | 95 | 52 | NA | 1344 | 134 | 668 | 974 | 92 | 152 |
| 67 | 1421 | 256 | 29 | 170 | 528 | 974 | 50 | 33 | NA | 1421 | 170 | 528 | 974 | 89 | 172 |
| 89 | 1423 | 243 | 36 | 148 | 647 | 827 | 89 | 48 | NA | 1423 | 148 | 647 | 827 | 93 | 168 |
| 85 | 1470 | 287 | 24 | 157 | 655 | 930 | 73 | 54 | NA | 1470 | 157 | 655 | 930 | 100 | 171 |
| 91 | 1514 | 268 | 29 | 201 | 634 | 947 | 100 | 19 | NA | 2190 | 291 | 917 | 1370 | 82 | 149 |
| 80 | 1425 | 258 | 30 | 195 | 646 | 903 | 104 | 51 | NA | 1603 | 219 | 727 | 1016 | 81 | 159 |
| 88 | 1557 | 299 | 29 | 257 | 645 | 915 | 76 | 40 | NA | 1557 | 257 | 645 | 915 | 97 | 173 |
| 98 | 1498 | 264 | 22 | 196 | 586 | 952 | 63 | 26 | NA | 1498 | 196 | 586 | 952 | 97 | 148 |
| 79 | 1520 | 303 | 11 | 214 | 593 | 903 | 86 | 48 | NA | 1520 | 214 | 593 | 903 | 81 | 144 |
| 78 | 1572 | 299 | 21 | 203 | 615 | 890 | 107 | 46 | NA | 1572 | 203 | 615 | 890 | 89 | 192 |
| 74 | 1508 | 310 | 22 | 184 | 558 | 900 | 126 | 65 | 49 | 1508 | 184 | 558 | 900 | 116 | 151 |
| 63 | 1367 | 264 | 24 | 137 | 517 | 995 | 134 | 53 | 77 | 1375 | 138 | 520 | 1001 | 126 | 138 |
| 67 | 1353 | 311 | 27 | 165 | 452 | 993 | 110 | 48 | 64 | 1353 | 165 | 452 | 993 | 91 | 173 |
| 78 | 1614 | 319 | 18 | 169 | 528 | 949 | 101 | 41 | 57 | 1614 | 169 | 528 | 949 | 110 | 161 |
| 74 | 1492 | 296 | 27 | 189 | 447 | 902 | 83 | 37 | 54 | 1492 | 189 | 447 | 902 | 107 | 154 |
| 44 | 1533 | 221 | 79 | 25 | 664 | 450 | 196 | NA | NA | 1881 | 31 | 815 | 552 | 603 | NA |
| 86 | 1356 | 190 | 79 | 41 | 461 | 816 | 245 | NA | NA | 1455 | 44 | 495 | 875 | 260 | 117 |
| 79 | 1344 | 206 | 72 | 43 | 448 | 626 | 196 | NA | NA | 1432 | 46 | 477 | 667 | 247 | 119 |
| 105 | 2241 | 282 | 105 | 42 | 81 | 84 | 105 | 45 | NA | 6723 | 126 | 243 | 252 | 1296 | NA |
| 98 | 2343 | 344 | 113 | 35 | 116 | 72 | 61 | 29 | NA | 6778 | 101 | 336 | 208 | 1059 | NA |
| 42 | 1187 | 133 | 53 | 9 | 160 | 477 | NA | NA | NA | 2634 | 20 | 355 | 1059 | 1083 | 91 |
| 47 | 1468 | 211 | 83 | 8 | 273 | 559 | NA | NA | NA | 2477 | 14 | 461 | 943 | 1053 | NA |
| 96 | 1369 | 203 | 128 | 49 | 322 | 833 | NA | NA | NA | 2092 | 75 | 492 | 1273 | 705 | NA |
| 61 | 1244 | 184 | 88 | 25 | 415 | 786 | NA | NA | NA | 1849 | 37 | 617 | 1168 | 623 | NA |
| 59 | 1169 | 153 | 63 | 10 | 469 | 746 | 333 | NA | NA | 1446 | 12 | 580 | 923 | 648 | NA |
| 92 | 1604 | 242 | 120 | 37 | 563 | 401 | 654 | NA | NA | 1925 | 44 | 676 | 481 | 659 | NA |
| 67 | 1263 | 192 | 83 | 22 | 352 | 566 | 385 | NA | NA | 1493 | 26 | 416 | 669 | 545 | NA |
| 84 | 1451 | 186 | 82 | 24 | 502 | 643 | 373 | NA | NA | 1741 | 29 | 602 | 772 | 643 | NA |
| 71 | 1325 | 162 | 76 | 10 | 596 | 724 | 481 | NA | NA | 6313 | 48 | 2840 | 3450 | 519 | NA |
| 85 | 1460 | 170 | 119 | 36 | 661 | 664 | 410 | NA | NA | 1752 | 43 | 793 | 797 | 604 | NA |
| 51 | 1479 | 176 | 122 | 33 | 550 | 529 | 250 | NA | NA | 1630 | 36 | 606 | 583 | 644 | NA |
| 75 | 1596 | 204 | 107 | 34 | 669 | 403 | 290 | NA | NA | 1989 | 42 | 834 | 502 | 479 | NA |
| 113 | 2084 | 343 | 190 | 42 | 653 | 253 | 410 | NA | NA | 2638 | 53 | 826 | 320 | 371 | NA |
| 108 | 1907 | 293 | 111 | 31 | 442 | 303 | 386 | NA | NA | 2376 | 39 | 551 | 378 | 359 | NA |
| 113 | 1944 | 260 | 126 | 29 | 485 | 252 | 554 | NA | NA | 2441 | 36 | 609 | 316 | 372 | NA |
| 112 | 1974 | 303 | 82 | 24 | 545 | 319 | 500 | NA | NA | 2460 | 30 | 679 | 398 | 345 | NA |
| 104 | 1722 | 167 | 84 | 13 | 564 | 344 | 272 | NA | NA | 1872 | 14 | 613 | 374 | 354 | NA |
| 94 | 1652 | 223 | 78 | 19 | 458 | 419 | 398 | NA | NA | 1808 | 21 | 501 | 459 | 337 | NA |
| 88 | 1445 | 234 | 70 | 34 | 512 | 620 | 160 | NA | NA | 1520 | 36 | 539 | 652 | 272 | 110 |
| 49 | 1299 | 206 | 56 | 38 | 494 | 674 | 135 | NA | NA | 1366 | 40 | 520 | 709 | 287 | 147 |
| 89 | 1469 | 231 | 40 | 26 | 222 | 1006 | NA | NA | NA | 2266 | 40 | 343 | 1552 | 941 | NA |
| 108 | 2300 | 378 | 200 | 16 | 324 | 103 | 394 | NA | NA | 12420 | 86 | 1750 | 556 | 1215 | NA |
| 134 | 2333 | 393 | 107 | 24 | 97 | 90 | 162 | 48 | NA | 8041 | 83 | 334 | 310 | 907 | NA |
| 118 | 2554 | 376 | 126 | 36 | 170 | 66 | 107 | 74 | NA | 7013 | 99 | 467 | 181 | 1192 | NA |
| 120 | 2270 | 301 | 132 | 42 | 74 | 0 | NA | NA | NA | 5253 | 97 | 171 | 0 | 1058 | NA |
| 146 | 2305 | 322 | 111 | 29 | 64 | 0 | NA | NA | NA | 4727 | 59 | 131 | 0 | 951 | NA |
| 94 | 1612 | 218 | 124 | 44 | 394 | 336 | 187 | NA | NA | 1920 | 52 | 469 | 400 | 392 | 124 |
| 91 | 1603 | 231 | 112 | 50 | 325 | 443 | 156 | NA | NA | 1896 | 59 | 384 | 524 | 302 | 119 |
| 107 | 1568 | 261 | 133 | 56 | 308 | 659 | 166 | NA | NA | 1841 | 66 | 362 | 774 | 276 | 101 |
| 100 | 1361 | 204 | 110 | 27 | 365 | 600 | 106 | NA | NA | 1432 | 28 | 384 | 631 | 248 | 87 |
| 83 | 1257 | 176 | 74 | 31 | 518 | NA | 140 | NA | NA | 1340 | 33 | 552 | NA | 309 | 80 |
| 52 | 1287 | 168 | 79 | 14 | 313 | NA | 104 | NA | NA | 1354 | 15 | 329 | NA | 350 | 88 |
| 64 | 1331 | 167 | 52 | 20 | 332 | NA | 136 | NA | NA | 1447 | 22 | 361 | NA | 292 | 112 |
| 79 | 1303 | 123 | 93 | 15 | 304 | NA | 176 | NA | NA | 1371 | 16 | 320 | NA | 311 | 75 |
| 94 | 1402 | 162 | 74 | 21 | 373 | NA | 231 | NA | NA | 1504 | 23 | 400 | NA | 312 | 102 |
| 86 | 1429 | 185 | 92 | 46 | 455 | NA | 205 | NA | NA | 1513 | 49 | 482 | NA | 326 | 85 |
| 83 | 1460 | 215 | 70 | 37 | 536 | NA | 201 | NA | NA | 1546 | 39 | 568 | NA | 341 | 98 |
| 112 | 1496 | 287 | 90 | 31 | 602 | NA | 197 | NA | NA | 1594 | 33 | 642 | NA | 284 | 94 |
| 85 | 1441 | 238 | 109 | 18 | 503 | 577 | 204 | NA | NA | 1556 | 19 | 543 | 623 | 257 | 91 |
| 96 | 1353 | 239 | 90 | 19 | 519 | 581 | 187 | 186 | NA | 1433 | 20 | 550 | 615 | 256 | 105 |
| 108 | 1403 | 217 | 82 | 15 | 565 | 511 | 127 | 126 | NA | 1505 | 16 | 606 | 548 | 242 | 102 |
| 96 | 1311 | 207 | 59 | 15 | 488 | 507 | 136 | NA | NA | 1379 | 16 | 513 | 533 | 193 | 114 |
| 96 | 1325 | 211 | 68 | 15 | 497 | 504 | 112 | NA | NA | 1412 | 16 | 530 | 537 | 195 | 124 |
| 96 | 1273 | 204 | 69 | 19 | 522 | 417 | 141 | NA | NA | 1637 | 24 | 671 | 536 | 195 | 114 |
| 78 | 1405 | 214 | 58 | 39 | 557 | 486 | 128 | NA | NA | 1661 | 46 | 659 | 575 | 169 | 140 |
| 76 | 1479 | 229 | 75 | 23 | 564 | 454 | 104 | 118 | NA | 1566 | 24 | 597 | 481 | 194 | 139 |
| 79 | 1515 | 261 | 73 | 18 | 450 | 362 | 87 | 68 | NA | 1594 | 19 | 473 | 381 | 165 | 159 |
| 65 | 1443 | 270 | 58 | 36 | 417 | 512 | 82 | 97 | NA | 1538 | 38 | 444 | 546 | 247 | 134 |
| 50 | 1465 | 274 | 68 | 44 | 547 | 450 | 45 | 60 | NA | 1561 | 47 | 583 | 480 | 282 | 160 |
| 49 | 1403 | 264 | 57 | 34 | 492 | 476 | 51 | 54 | NA | 1486 | 36 | 521 | 504 | 193 | 151 |
| 54 | 1418 | 285 | 82 | 29 | 452 | 480 | 86 | 48 | NA | 1492 | 31 | 475 | 505 | 234 | 170 |
| 60 | 1436 | 275 | 66 | 40 | 412 | 542 | 105 | 68 | NA | 1520 | 42 | 436 | 574 | 182 | 147 |
| 61 | 1449 | 300 | 73 | 29 | 434 | 520 | 89 | 84 | NA | 1524 | 31 | 457 | 547 | 229 | 167 |
| 55 | 1465 | 270 | 72 | 49 | 377 | 581 | 44 | 37 | NA | 1541 | 52 | 397 | 611 | 204 | 169 |
| 45 | 1400 | 266 | 60 | 56 | 493 | 567 | 48 | 48 | NA | 1473 | 59 | 519 | 596 | 243 | 174 |
| 68 | 1530 | 320 | 61 | 54 | 571 | 504 | 63 | 40 | NA | 1663 | 59 | 621 | 548 | 224 | 145 |
| 81 | 1561 | 306 | 75 | 54 | 650 | 570 | 124 | 50 | NA | 1664 | 58 | 693 | 608 | 201 | 150 |
| 83 | 1544 | 298 | 67 | 73 | 645 | 498 | 96 | 62 | NA | 1635 | 77 | 683 | 527 | 201 | 144 |
| 78 | 1562 | 303 | 65 | 90 | 614 | 489 | 58 | 46 | NA | 1643 | 95 | 646 | 514 | 170 | 146 |
| 85 | 1605 | 287 | 68 | 107 | 641 | 594 | 84 | 65 | NA | 1711 | 114 | 683 | 633 | 187 | 148 |
| 96 | 1703 | 324 | 61 | 107 | 707 | 503 | 60 | 55 | NA | 1852 | 116 | 769 | 547 | 203 | 187 |
| 95 | 1655 | 308 | 61 | 133 | 634 | 542 | 45 | 47 | NA | 1776 | 143 | 680 | 581 | 192 | 158 |
| 86 | 1647 | 317 | 84 | 153 | 621 | 628 | 58 | 52 | NA | 1733 | 161 | 653 | 661 | 182 | 164 |
| 72 | 1400 | 238 | 45 | 61 | 518 | 630 | 92 | 65 | NA | 1492 | 65 | 552 | 671 | 163 | 191 |
| 81 | 1532 | 291 | 59 | 73 | 549 | 531 | 63 | 42 | NA | 1612 | 77 | 578 | 559 | 181 | 162 |
| 75 | 1465 | 237 | 46 | 53 | 569 | 562 | 76 | 53 | NA | 1541 | 56 | 599 | 591 | 177 | 208 |
| 87 | 1485 | 217 | 57 | 108 | 701 | 621 | 43 | 37 | NA | 1562 | 114 | 737 | 653 | 144 | 181 |
| 100 | 1537 | 290 | 42 | 126 | 860 | 577 | 40 | 18 | NA | 1606 | 132 | 899 | 603 | 121 | 182 |
| 101 | 1578 | 286 | 38 | 138 | 878 | 536 | 45 | 26 | NA | 1660 | 145 | 924 | 564 | 126 | 218 |
| 99 | 1751 | 302 | 64 | 169 | 756 | 612 | 34 | 18 | NA | 1842 | 178 | 795 | 644 | 117 | 190 |
| 92 | 1502 | 245 | 34 | 134 | 795 | 625 | 21 | 22 | NA | 1580 | 141 | 836 | 657 | 145 | 194 |
| 80 | 1408 | 245 | 36 | 119 | 570 | 777 | 62 | 49 | NA | 1481 | 125 | 600 | 817 | 150 | 190 |
| 89 | 1466 | 270 | 39 | 107 | 525 | 636 | 35 | 48 | NA | 1552 | 113 | 556 | 673 | 156 | 183 |
| 73 | 1511 | 257 | 43 | 129 | 688 | 694 | 54 | 32 | NA | 1589 | 136 | 724 | 730 | 185 | 171 |
| 88 | 1464 | 254 | 41 | 144 | 744 | 771 | 45 | 18 | NA | 1540 | 151 | 783 | 811 | 143 | 147 |
| 86 | 1452 | 243 | 34 | 161 | 656 | 777 | 31 | 22 | NA | 1527 | 169 | 690 | 817 | 157 | 188 |
| 83 | 1404 | 241 | 32 | 163 | 671 | 863 | 31 | 23 | NA | 1477 | 171 | 706 | 908 | 153 | 181 |
| 79 | 1404 | 261 | 29 | 131 | 659 | 852 | 72 | 26 | NA | 1477 | 138 | 693 | 896 | 137 | 176 |
| 68 | 1430 | 246 | 34 | 130 | 600 | 839 | 36 | 29 | NA | 1504 | 137 | 631 | 883 | 147 | 164 |
| 76 | 1401 | 251 | 37 | 112 | 647 | 847 | 56 | 36 | NA | 1401 | 112 | 647 | 847 | 143 | 140 |
| 76 | 1412 | 249 | 34 | 172 | 478 | 960 | 27 | 16 | NA | 1421 | 173 | 481 | 966 | 133 | 120 |
| 72 | 1425 | 253 | 29 | 186 | 504 | 917 | 18 | 16 | NA | 1425 | 186 | 504 | 917 | 136 | 123 |
| 62 | 1378 | 244 | 40 | 165 | 607 | 964 | 47 | 24 | NA | 1378 | 165 | 607 | 964 | 159 | 129 |
| 72 | 1318 | 228 | 44 | 145 | 542 | 1020 | 35 | 24 | NA | 1318 | 145 | 542 | 1020 | 153 | 153 |
| 92 | 1394 | 216 | 39 | 158 | 522 | 1020 | 68 | 59 | NA | 1394 | 158 | 522 | 1020 | 142 | 142 |
| 86 | 1253 | 207 | 17 | 125 | 582 | 974 | 76 | 62 | NA | 1253 | 125 | 582 | 974 | 128 | 147 |
| 87 | 1381 | 234 | 37 | 197 | 658 | 923 | 41 | 47 | NA | 1381 | 197 | 658 | 923 | 157 | 178 |
| 85 | 1360 | 246 | 28 | 161 | 552 | 871 | 51 | 34 | NA | 1360 | 161 | 552 | 871 | 116 | 149 |
| 89 | 1472 | 235 | 30 | 147 | 581 | 799 | 114 | 45 | NA | 1472 | 147 | 581 | 799 | 127 | 162 |
| 84 | 1449 | 236 | 31 | 109 | 569 | 811 | 104 | 58 | NA | 1449 | 109 | 569 | 811 | 145 | 156 |
| 96 | 1519 | 288 | 45 | 136 | 572 | 750 | 67 | 59 | NA | 1538 | 138 | 579 | 759 | 137 | 144 |
| 83 | 1448 | 257 | 53 | 134 | 500 | 832 | 95 | 70 | NA | 1448 | 134 | 500 | 832 | 139 | 148 |
| 98 | 1484 | 268 | 46 | 171 | 578 | 830 | 74 | 51 | NA | 1475 | 170 | 574 | 825 | 145 | 170 |
| 92 | 1587 | 314 | 34 | 196 | 518 | 717 | 61 | 44 | NA | 1607 | 198 | 524 | 726 | 144 | 168 |
| 84 | 1608 | 301 | 36 | 164 | 481 | 729 | 80 | 49 | NA | 1628 | 166 | 487 | 738 | 151 | 209 |
| 89 | 1536 | 271 | 31 | 136 | 547 | 736 | 42 | 39 | NA | 1536 | 136 | 547 | 736 | 121 | 172 |
| 78 | 1512 | 287 | 32 | 142 | 536 | 758 | 30 | 26 | NA | 1512 | 142 | 536 | 758 | 130 | 168 |
| 81 | 1615 | 292 | 31 | 162 | 562 | 816 | 66 | 27 | NA | 1615 | 162 | 562 | 816 | 145 | 161 |
| 78 | 1554 | 273 | 26 | 174 | 606 | 825 | 77 | 45 | NA | 1554 | 174 | 606 | 825 | 110 | 158 |
| 83 | 1571 | 326 | 30 | 108 | 643 | 755 | 56 | 35 | NA | 1571 | 108 | 643 | 755 | 127 | 162 |
| 88 | 1502 | 298 | 31 | 106 | 598 | 795 | 53 | 52 | NA | 1502 | 106 | 598 | 795 | 123 | 154 |
| 84 | 1486 | 305 | 25 | 126 | 593 | 820 | 59 | 39 | NA | 1486 | 126 | 593 | 820 | 116 | 165 |
| 73 | 1343 | 259 | 21 | 84 | 591 | 865 | 44 | 48 | NA | 1343 | 84 | 591 | 865 | 139 | 170 |
| 80 | 1451 | 319 | 29 | 114 | 508 | 871 | 73 | 38 | NA | 1451 | 114 | 508 | 871 | 122 | 155 |
| 76 | 1462 | 313 | 27 | 169 | 569 | 1018 | 114 | 54 | NA | 2060 | 238 | 802 | 1434 | 114 | 175 |
| 97 | 1574 | 322 | 35 | 197 | 630 | 1038 | 111 | 50 | NA | 1771 | 222 | 709 | 1168 | 135 | 170 |
| 85 | 1631 | 308 | 31 | 209 | 642 | 1020 | 91 | 44 | NA | 1631 | 209 | 642 | 1020 | 135 | 152 |
| 78 | 1684 | 373 | 32 | 185 | 514 | 1044 | 68 | 48 | NA | 1684 | 185 | 514 | 1044 | 136 | 179 |
| 92 | 1568 | 338 | 35 | 205 | 541 | 1049 | 72 | 39 | NA | 1568 | 205 | 541 | 1049 | 105 | 128 |
| 94 | 1551 | 334 | 42 | 176 | 597 | 928 | 67 | 39 | NA | 1551 | 176 | 597 | 928 | 127 | 131 |
| 85 | 1503 | 316 | 32 | 167 | 611 | 1019 | 43 | 30 | 42 | 1503 | 167 | 611 | 1019 | 109 | 120 |
| 83 | 1502 | 318 | 29 | 199 | 523 | 1138 | 46 | 35 | 70 | 1511 | 200 | 526 | 1145 | 114 | 130 |
| 93 | 1560 | 348 | 33 | 177 | 545 | 944 | 80 | 28 | 72 | 1560 | 177 | 545 | 944 | 104 | 140 |
| 95 | 1667 | 371 | 40 | 238 | 620 | 943 | 88 | 35 | 53 | 1667 | 238 | 620 | 943 | 113 | 130 |
| 98 | 1613 | 373 | 25 | 222 | 659 | 1189 | 68 | 30 | 69 | 1613 | 222 | 659 | 1189 | 118 | 129 |
| 95 | 1579 | 339 | 21 | 199 | 653 | 1044 | 45 | 12 | 47 | 1579 | 199 | 653 | 1044 | 109 | 135 |
| 86 | 1510 | 327 | 16 | 192 | 672 | 1056 | 51 | 23 | 66 | 1510 | 192 | 672 | 1056 | 66 | 174 |
| 39 | 1620 | 201 | 44 | 0 | 83 | 105 | 74 | 61 | NA | 7093 | 0 | 363 | 460 | 1567 | NA |
| 51 | 1764 | 180 | 81 | 18 | 159 | 129 | 54 | 27 | NA | 5292 | 54 | 477 | 387 | 1515 | NA |
| 65 | 1464 | 147 | 32 | 3 | 94 | 0 | NA | NA | NA | 4312 | 9 | 277 | 0 | 1473 | NA |
| 86 | 1379 | 250 | 48 | 28 | 190 | 1170 | NA | NA | NA | 2050 | 42 | 282 | 1739 | 941 | NA |
| 43 | 1258 | 190 | 77 | 21 | 537 | 746 | 298 | NA | NA | 2059 | 34 | 879 | 1221 | 645 | NA |
| 102 | 1640 | 280 | 95 | 68 | 819 | 546 | 517 | NA | NA | 2060 | 85 | 1029 | 686 | 576 | NA |
| 81 | 1475 | 237 | 89 | 44 | 425 | 700 | 231 | NA | NA | 1552 | 46 | 447 | 736 | 297 | 126 |
| 75 | 1437 | 218 | 80 | 38 | 504 | 697 | 265 | NA | NA | 1532 | 41 | 537 | 743 | 304 | 110 |
| 96 | 1522 | 218 | 112 | 4 | 162 | 652 | NA | NA | NA | 3161 | 8 | 336 | 1354 | 687 | 129 |
| 47 | 1322 | 205 | 73 | 6 | 178 | 646 | NA | NA | NA | 2612 | 12 | 352 | 1276 | 796 | 109 |
| 88 | 1556 | 306 | 98 | 23 | 211 | 527 | NA | NA | NA | 3037 | 45 | 412 | 1029 | 796 | 94 |
| 87 | 1655 | 282 | 91 | 35 | 224 | 440 | NA | NA | NA | 3192 | 68 | 432 | 849 | 608 | 81 |
| 87 | 1767 | 307 | 99 | 13 | 246 | 571 | NA | NA | NA | 2951 | 22 | 411 | 954 | 743 | NA |
| 93 | 1604 | 238 | 101 | 57 | 314 | 668 | NA | NA | NA | 2341 | 83 | 458 | 975 | 676 | NA |
| 55 | 1418 | 216 | 72 | 33 | 259 | 550 | NA | NA | NA | 2051 | 48 | 375 | 796 | 671 | NA |
| 93 | 1662 | 228 | 114 | 42 | 616 | 453 | 334 | NA | NA | 2040 | 52 | 756 | 556 | 652 | NA |
| 53 | 1426 | 169 | 132 | 25 | 224 | 685 | NA | NA | NA | 2382 | 42 | 374 | 1144 | 894 | NA |
| 104 | 1352 | 161 | 144 | 60 | 294 | 606 | NA | NA | NA | 2028 | 90 | 441 | 909 | 650 | NA |
| 53 | 1316 | 229 | 57 | 8 | 73 | 423 | NA | NA | NA | 2600 | 16 | 144 | 836 | 800 | 83 |
| 91 | 1400 | 251 | 100 | 14 | 147 | 457 | NA | NA | NA | 2700 | 27 | 284 | 881 | 636 | 100 |
| 69 | 1535 | 231 | 75 | 14 | 255 | 432 | NA | NA | NA | 2960 | 27 | 492 | 833 | 671 | 131 |
| 83 | 1415 | 275 | 79 | 40 | 241 | 516 | NA | NA | NA | 2795 | 79 | 476 | 1019 | 701 | 140 |
| 92 | 1423 | 307 | 63 | 13 | 232 | 625 | NA | NA | NA | 2377 | 22 | 387 | 1044 | 650 | NA |
| 51 | 1351 | 213 | 71 | 23 | 246 | 833 | NA | NA | NA | 1954 | 33 | 356 | 1205 | 741 | NA |
| 23 | 1458 | 220 | 35 | 0 | 93 | 0 | NA | NA | NA | 16871 | 0 | 1076 | 0 | 1898 | NA |
| 56 | 1832 | 196 | 223 | 39 | 145 | 140 | 101 | NA | NA | 10234 | 218 | 810 | 782 | 1246 | NA |
| 44 | 2003 | 272 | 44 | 0 | 125 | 96 | 88 | 22 | NA | 14749 | 0 | 920 | 707 | 1237 | NA |
| 128 | 2273 | 322 | 79 | 20 | 172 | 110 | NA | NA | NA | 5579 | 49 | 422 | 270 | 692 | 81 |
| 71 | 1738 | 217 | 82 | 0 | 157 | 305 | NA | NA | NA | 4772 | 0 | 431 | 837 | 859 | 118 |
| 81 | 1828 | 246 | 54 | 8 | 238 | 424 | NA | NA | NA | 4936 | 22 | 643 | 1145 | 821 | 100 |
| 94 | 1657 | 342 | 66 | 6 | 150 | 603 | NA | NA | NA | 3398 | 12 | 308 | 1237 | 781 | 107 |
| 129 | 1689 | 316 | 75 | 8 | 201 | 419 | NA | NA | NA | 3257 | 15 | 388 | 808 | 635 | 79 |
| 108 | 1770 | 303 | 69 | 23 | 270 | 432 | NA | NA | NA | 3414 | 44 | 521 | 833 | 596 | 104 |
| 106 | 1720 | 403 | 104 | 29 | 274 | 505 | NA | NA | NA | 3317 | 56 | 528 | 974 | 725 | 104 |
| 98 | 1653 | 458 | 101 | 21 | 213 | 660 | NA | NA | NA | 2733 | 35 | 352 | 1091 | 898 | NA |
| 90 | 1701 | 234 | 72 | 205 | 382 | 678 | NA | NA | NA | 2460 | 297 | 553 | 981 | 861 | NA |
| 126 | 1561 | 266 | 108 | 78 | 492 | 621 | NA | NA | NA | 2258 | 113 | 712 | 898 | 719 | NA |
| 118 | 1598 | 259 | 114 | 69 | 601 | 670 | 278 | NA | NA | 2088 | 90 | 785 | 875 | 621 | NA |
| 95 | 1576 | 238 | 131 | 107 | 545 | 536 | 511 | NA | NA | 2110 | 143 | 730 | 718 | 632 | NA |
| 92 | 1441 | 176 | 114 | 92 | 348 | 676 | 344 | NA | NA | 1729 | 110 | 418 | 811 | 500 | NA |
| 82 | 1564 | 226 | 81 | 97 | 636 | 633 | 298 | NA | NA | 1919 | 119 | 781 | 777 | 568 | NA |
| 98 | 1480 | 191 | 106 | 72 | 631 | 548 | 286 | NA | NA | 1776 | 86 | 757 | 658 | 476 | NA |
| 78 | 1318 | 165 | 102 | 29 | 474 | 535 | 259 | NA | NA | 1462 | 32 | 526 | 594 | 470 | NA |
| 70 | 1908 | 325 | 106 | 80 | 609 | 366 | 401 | NA | NA | 2342 | 98 | 747 | 449 | 555 | NA |
| 90 | 1659 | 230 | 123 | 43 | 518 | 367 | 420 | NA | NA | 2100 | 54 | 656 | 464 | 464 | NA |
| 72 | 1664 | 232 | 119 | 47 | 528 | 389 | 324 | NA | NA | 2042 | 58 | 648 | 477 | 484 | NA |
| 92 | 1545 | 189 | 91 | 19 | 514 | 426 | 238 | NA | NA | 1669 | 21 | 555 | 460 | 445 | NA |
| 82 | 1563 | 189 | 90 | 30 | 444 | 374 | 270 | NA | NA | 1711 | 33 | 486 | 409 | 468 | NA |
| 75 | 1477 | 234 | 59 | 38 | 397 | 443 | 219 | NA | NA | 1709 | 44 | 459 | 513 | 484 | 113 |
| 62 | 1457 | 178 | 71 | 21 | 366 | 620 | 238 | NA | NA | 1698 | 24 | 427 | 723 | 392 | 101 |
| 80 | 1419 | 155 | 47 | 7 | 417 | 668 | 263 | NA | NA | 1678 | 8 | 493 | 790 | 368 | 131 |
| 96 | 1526 | 224 | 73 | 11 | 495 | NA | 304 | NA | NA | 1791 | 13 | 581 | NA | 369 | 92 |
| 98 | 1370 | 166 | 66 | 23 | 316 | NA | 240 | NA | NA | 1451 | 24 | 335 | NA | 299 | 94 |
| 97 | 1322 | 166 | 87 | 13 | 474 | NA | 283 | NA | NA | 1400 | 14 | 502 | NA | 260 | 105 |
| 124 | 1403 | 193 | 76 | 21 | 477 | NA | 302 | NA | NA | 1495 | 22 | 508 | NA | 203 | 107 |
| 114 | 1305 | 173 | 51 | 14 | 464 | NA | 250 | NA | NA | 1391 | 15 | 495 | NA | 225 | 117 |
| 104 | 1333 | 206 | 59 | 20 | 440 | NA | 223 | NA | NA | 1402 | 21 | 463 | NA | 217 | 80 |
| 110 | 1299 | 215 | 64 | 21 | 445 | NA | 198 | NA | NA | 1375 | 22 | 471 | NA | 258 | 101 |
| 109 | 1402 | 230 | 88 | 36 | 570 | 527 | 182 | NA | NA | 1475 | 38 | 600 | 554 | 241 | 116 |
| 97 | 1404 | 229 | 106 | 57 | 615 | 649 | 225 | NA | NA | 1477 | 60 | 647 | 683 | 274 | 120 |
| 98 | 1510 | 265 | 97 | 46 | 605 | 664 | 177 | NA | NA | 1631 | 50 | 653 | 717 | 269 | 135 |
| 93 | 1365 | 206 | 102 | 62 | 587 | 671 | 192 | NA | NA | 1445 | 66 | 622 | 710 | 275 | 112 |
| 82 | 1293 | 209 | 78 | 44 | 527 | 607 | 173 | NA | NA | 1360 | 46 | 554 | 639 | 326 | 92 |
| 71 | 1310 | 205 | 59 | 49 | 422 | 701 | 141 | NA | NA | 1387 | 52 | 447 | 742 | 293 | 110 |
| 105 | 1440 | 206 | 67 | 26 | 450 | 431 | 200 | NA | NA | 1808 | 33 | 565 | 541 | 236 | 114 |
| 87 | 1358 | 192 | 67 | 24 | 345 | 415 | 174 | NA | NA | 1571 | 28 | 399 | 480 | 215 | 101 |
| 68 | 1644 | 248 | 59 | 39 | 363 | 396 | 74 | 103 | NA | 1741 | 41 | 384 | 419 | 176 | 137 |
| 84 | 1645 | 261 | 75 | 44 | 552 | 470 | 102 | 114 | NA | 1730 | 46 | 581 | 494 | 212 | 162 |
| 87 | 1595 | 256 | 55 | 95 | 479 | 510 | 190 | 150 | NA | 1678 | 100 | 504 | 536 | 219 | 151 |
| 86 | 1502 | 219 | 62 | 70 | 497 | 552 | 145 | 158 | NA | 1590 | 74 | 526 | 584 | 231 | 162 |
| 72 | 1550 | 267 | 74 | 90 | 418 | 494 | 99 | 74 | NA | 1631 | 95 | 440 | 520 | 208 | 169 |
| 86 | 1528 | 306 | 52 | 69 | 468 | 470 | 89 | NA | NA | 1607 | 73 | 492 | 494 | 170 | 183 |
| 90 | 1594 | 282 | 67 | 78 | 509 | 521 | 69 | NA | NA | 1688 | 83 | 539 | 552 | 192 | 161 |
| 96 | 1536 | 264 | 67 | 97 | 534 | 544 | 87 | NA | NA | 1616 | 102 | 562 | 572 | 164 | 185 |
| 104 | 1764 | 330 | 49 | 148 | 628 | 604 | 110 | NA | NA | 1880 | 158 | 669 | 644 | 164 | 180 |
| 95 | 1811 | 321 | 76 | 180 | 619 | 668 | 74 | NA | NA | 1905 | 189 | 651 | 703 | 179 | 176 |
| 88 | 1660 | 358 | 69 | 88 | 607 | 674 | 52 | NA | NA | 1746 | 93 | 639 | 709 | 178 | 148 |
| 95 | 1598 | 311 | 63 | 73 | 419 | 541 | 50 | NA | NA | 1681 | 77 | 441 | 569 | 182 | 154 |
| 92 | 1603 | 282 | 47 | 108 | 402 | 676 | 63 | NA | NA | 1720 | 116 | 431 | 725 | 147 | 145 |
| 105 | 1663 | 319 | 65 | 93 | 488 | 495 | 69 | NA | NA | 1749 | 98 | 513 | 521 | 196 | 171 |
| 98 | 1617 | 266 | 78 | 101 | 566 | 522 | 75 | NA | NA | 1701 | 106 | 595 | 549 | 159 | 148 |
| 95 | 1529 | 258 | 75 | 69 | 556 | 507 | 52 | NA | NA | 1630 | 74 | 593 | 540 | 144 | 161 |
| 88 | 1480 | 277 | 65 | 96 | 550 | 582 | 64 | NA | NA | 1557 | 101 | 579 | 612 | 196 | 133 |
| 79 | 1516 | 286 | 50 | 90 | 507 | 595 | 66 | NA | NA | 1595 | 95 | 533 | 626 | 209 | 150 |
| 74 | 1392 | 251 | 26 | 104 | 588 | 705 | 41 | NA | NA | 1464 | 109 | 619 | 742 | 189 | 146 |
| 72 | 1431 | 236 | 43 | 79 | 535 | 639 | 66 | NA | NA | 1505 | 83 | 563 | 672 | 178 | 178 |
| 78 | 1461 | 219 | 59 | 55 | 608 | 553 | 56 | NA | NA | 1547 | 58 | 644 | 586 | 177 | 146 |
| 79 | 1499 | 248 | 48 | 75 | 547 | 548 | 56 | NA | NA | 1577 | 79 | 575 | 576 | 195 | 159 |
| 103 | 1541 | 241 | 55 | 60 | 583 | 486 | 73 | NA | NA | 1621 | 63 | 613 | 511 | 125 | 130 |
| 87 | 1423 | 236 | 53 | 59 | 620 | 634 | 46 | NA | NA | 1507 | 62 | 656 | 671 | 155 | 126 |
| 73 | 1444 | 243 | 50 | 75 | 495 | 608 | 23 | NA | NA | 1519 | 79 | 521 | 640 | 158 | 167 |
| 67 | 1475 | 237 | 46 | 92 | 466 | 608 | 41 | NA | NA | 1552 | 97 | 490 | 640 | 181 | 160 |
| 64 | 1405 | 223 | 56 | 102 | 417 | 603 | 56 | NA | NA | 1478 | 107 | 439 | 634 | 197 | 168 |
| 68 | 1374 | 237 | 50 | 170 | 507 | 812 | 49 | NA | NA | 1455 | 180 | 537 | 860 | 210 | 179 |
| 65 | 1396 | 210 | 49 | 108 | 502 | 681 | 66 | 32 | NA | 1469 | 114 | 528 | 716 | 190 | 169 |
| 81 | 1481 | 235 | 47 | 113 | 444 | 749 | 53 | 42 | NA | 1558 | 119 | 467 | 788 | 154 | 129 |
| 68 | 1443 | 215 | 60 | 144 | 541 | 785 | 52 | 22 | NA | 1518 | 151 | 569 | 826 | 203 | 148 |
| 67 | 1485 | 241 | 47 | 167 | 503 | 729 | 48 | 33 | NA | 1562 | 176 | 529 | 767 | 162 | 173 |
| 76 | 1363 | 198 | 58 | 174 | 453 | 853 | 39 | 37 | NA | 1443 | 184 | 480 | 903 | 156 | 156 |
| 63 | 1348 | 212 | 53 | 149 | 469 | 816 | 58 | 40 | NA | 1418 | 157 | 493 | 858 | 150 | 148 |
| 65 | 1380 | 235 | 33 | 155 | 485 | 1040 | 29 | 26 | NA | 1452 | 163 | 510 | 1094 | 144 | 147 |
| 76 | 1475 | 218 | 52 | 191 | 512 | 897 | 41 | 24 | NA | 1552 | 201 | 539 | 944 | 158 | 169 |
| 78 | 1390 | 220 | 46 | 171 | 524 | 958 | 34 | 20 | NA | 1462 | 180 | 551 | 1008 | 147 | 149 |
| 63 | 1360 | 224 | 50 | 125 | 559 | 944 | 54 | 36 | NA | 1431 | 131 | 588 | 993 | 150 | 140 |
| 67 | 1435 | 250 | 54 | 185 | 567 | 1080 | 37 | 26 | NA | 1510 | 195 | 596 | 1136 | 193 | 184 |
| 59 | 1398 | 196 | 56 | 126 | 504 | 1044 | 78 | 50 | NA | 1398 | 126 | 504 | 1044 | 146 | 171 |
| 82 | 1286 | 205 | 44 | 127 | 439 | 1049 | 68 | 60 | NA | 1286 | 127 | 439 | 1049 | 155 | 172 |
| 72 | 1316 | 202 | 33 | 134 | 532 | 948 | 65 | 47 | NA | 1316 | 134 | 532 | 948 | 171 | 166 |
| 59 | 1418 | 203 | 43 | 140 | 457 | 998 | 76 | 47 | NA | 1418 | 140 | 457 | 998 | 166 | 132 |
| 88 | 1382 | 212 | 49 | 129 | 512 | 918 | 63 | 50 | NA | 1391 | 130 | 515 | 924 | 122 | 144 |
| 92 | 1400 | 215 | 40 | 142 | 559 | 928 | 30 | 32 | NA | 1400 | 142 | 559 | 928 | 136 | 149 |
| 84 | 1424 | 228 | 44 | 179 | 607 | 844 | 39 | 16 | NA | 1424 | 179 | 607 | 844 | 137 | 146 |
| 83 | 1401 | 202 | 34 | 128 | 527 | 772 | 44 | 32 | NA | 1401 | 128 | 527 | 772 | 126 | 150 |
| 89 | 1407 | 215 | 42 | 139 | 591 | 852 | 72 | 49 | NA | 1471 | 145 | 618 | 890 | 138 | 155 |
| 77 | 1330 | 202 | 21 | 118 | 579 | 860 | 65 | 58 | NA | 1338 | 119 | 583 | 865 | 158 | 156 |
| 66 | 1397 | 221 | 42 | 110 | 621 | 857 | 78 | 73 | NA | 1397 | 110 | 621 | 857 | 199 | 141 |
| 75 | 1419 | 229 | 41 | 95 | 650 | 802 | 67 | 55 | NA | 1419 | 95 | 650 | 802 | 178 | 152 |
| 75 | 1386 | 216 | 24 | 105 | 490 | 834 | 74 | 74 | NA | 1386 | 105 | 490 | 834 | 140 | 145 |
| 81 | 1489 | 271 | 37 | 111 | 534 | 796 | 64 | 45 | NA | 1489 | 111 | 534 | 796 | 153 | 147 |
| 79 | 1461 | 224 | 48 | 72 | 562 | 746 | 110 | 58 | NA | 1461 | 72 | 562 | 746 | 144 | 154 |
| 80 | 1494 | 250 | 43 | 135 | 478 | 762 | 73 | 52 | NA | 1494 | 135 | 478 | 762 | 159 | 163 |
| 60 | 1318 | 217 | 46 | 90 | 538 | 961 | 113 | 64 | NA | 2073 | 142 | 846 | 1511 | 178 | 162 |
| 73 | 1436 | 239 | 46 | 102 | 460 | 869 | 132 | 70 | NA | 1436 | 102 | 460 | 869 | 132 | 110 |
| 71 | 1436 | 272 | 42 | 140 | 470 | 868 | 84 | 40 | NA | 1436 | 140 | 470 | 868 | 115 | 164 |
| 97 | 1424 | 241 | 47 | 137 | 571 | 973 | 155 | 66 | NA | 1433 | 138 | 575 | 979 | 122 | 138 |
| 77 | 1406 | 240 | 28 | 151 | 565 | 943 | 183 | 49 | NA | 1415 | 152 | 569 | 949 | 135 | 151 |
| 71 | 1427 | 261 | 27 | 157 | 514 | 978 | 134 | 63 | NA | 1445 | 159 | 520 | 990 | 126 | 149 |
| 76 | 1484 | 246 | 33 | 210 | 507 | 1071 | 110 | 48 | NA | 1493 | 211 | 510 | 1078 | 131 | 155 |
| 77 | 1481 | 262 | 46 | 113 | 403 | 910 | 120 | 46 | NA | 1481 | 113 | 403 | 910 | 125 | 128 |
| 93 | 1438 | 235 | 45 | 124 | 472 | 921 | 136 | 57 | NA | 1438 | 124 | 472 | 921 | 119 | 130 |
| 77 | 1474 | 240 | 36 | 136 | 406 | 869 | 151 | 50 | NA | 1474 | 136 | 406 | 869 | 122 | 136 |
| 78 | 1412 | 235 | 26 | 161 | 448 | 890 | 125 | 65 | NA | 1430 | 163 | 454 | 901 | 114 | 122 |
| 84 | 1521 | 259 | 32 | 161 | 446 | 923 | 100 | 43 | NA | 1521 | 161 | 446 | 923 | 115 | 162 |
| 70 | 1455 | 271 | 37 | 156 | 522 | 1075 | 99 | 76 | NA | 2086 | 224 | 748 | 1541 | 116 | 158 |
| 82 | 1479 | 300 | 44 | 178 | 495 | 1072 | 118 | 42 | NA | 1664 | 200 | 557 | 1206 | 129 | 129 |
| 76 | 1388 | 267 | 19 | 175 | 523 | 1090 | 108 | 50 | NA | 1388 | 175 | 523 | 1090 | 104 | 147 |
| 68 | 1444 | 269 | 39 | 127 | 451 | 1003 | 116 | 60 | NA | 1444 | 127 | 451 | 1003 | 115 | 117 |
| 89 | 1485 | 248 | 34 | 211 | 597 | 1215 | 65 | 44 | NA | 1476 | 210 | 593 | 1208 | 100 | 106 |
| 67 | 1411 | 255 | 35 | 189 | 571 | 1170 | 60 | 44 | NA | 1411 | 189 | 571 | 1170 | 139 | 135 |
| 65 | 1426 | 272 | 23 | 183 | 632 | 1120 | 93 | 37 | 54 | 1426 | 183 | 632 | 1120 | 100 | 139 |
| 88 | 1409 | 268 | 32 | 194 | 577 | 1077 | 67 | 36 | 66 | 1409 | 194 | 577 | 1077 | 109 | 113 |
| 67 | 1351 | 259 | 29 | 200 | 585 | 1269 | 63 | 21 | 44 | 1351 | 200 | 585 | 1269 | 114 | 144 |
| 88 | 1431 | 302 | 24 | 172 | 492 | 1158 | 73 | 31 | 50 | 1431 | 172 | 492 | 1158 | 106 | 157 |
| 89 | 1508 | 308 | 29 | 235 | 489 | 1080 | 66 | 28 | 38 | 1508 | 235 | 489 | 1080 | 86 | 126 |
| 79 | 1506 | 323 | 23 | 194 | 419 | 920 | 65 | 39 | 50 | 1506 | 194 | 419 | 920 | 101 | 136 |
| 66 | 1496 | 271 | 46 | 166 | 395 | 928 | 121 | 49 | 43 | 1496 | 166 | 395 | 928 | 106 | 122 |
| 92 | 1382 | 239 | 53 | 55 | 547 | 679 | 180 | NA | NA | 1454 | 58 | 575 | 714 | 262 | 119 |
| 92 | 1407 | 197 | 82 | 53 | 473 | 629 | 172 | NA | NA | 1500 | 56 | 504 | 670 | 242 | 109 |
| 89 | 1550 | 236 | 112 | 37 | 582 | 485 | 326 | NA | NA | 1833 | 44 | 688 | 574 | 582 | NA |
| 89 | 1509 | 206 | 60 | 17 | 497 | 461 | 320 | NA | NA | 1824 | 21 | 601 | 557 | 313 | 151 |
| 71 | 1362 | 208 | 58 | 17 | 384 | 635 | 213 | NA | NA | 1611 | 20 | 454 | 751 | 351 | 101 |
| 98 | 1293 | 213 | 59 | 12 | 468 | NA | 207 | NA | NA | 1378 | 13 | 499 | NA | 231 | 68 |
| 100 | 1216 | 163 | 56 | 8 | 486 | NA | 230 | NA | NA | 1305 | 9 | 521 | NA | 261 | 86 |
| 93 | 1293 | 160 | 35 | 5 | 452 | NA | 188 | NA | NA | 1387 | 5 | 485 | NA | 249 | 108 |
| 94 | 1201 | 155 | 44 | 3 | 493 | NA | 223 | NA | NA | 1280 | 3 | 525 | NA | 248 | 87 |
| 83 | 1183 | 155 | 60 | 4 | 470 | NA | 225 | NA | NA | 1261 | 4 | 501 | NA | 263 | 108 |
| 83 | 1503 | 192 | 99 | 21 | 413 | NA | 216 | NA | NA | 1612 | 23 | 443 | NA | 274 | 105 |
| 83 | 1214 | 167 | 70 | 26 | 424 | 586 | 166 | NA | NA | 1294 | 28 | 452 | 625 | 272 | 111 |
| 74 | 1268 | 169 | 75 | 20 | 429 | 641 | 176 | 160 | NA | 1334 | 21 | 451 | 674 | 303 | 95 |
| 98 | 1335 | 171 | 107 | 26 | 613 | 605 | 245 | 193 | NA | 1404 | 27 | 645 | 636 | 234 | 100 |
| 94 | 1343 | 204 | 105 | 18 | 470 | 622 | 207 | NA | NA | 1413 | 19 | 494 | 654 | 216 | 141 |
| 105 | 1348 | 160 | 85 | 19 | 549 | 504 | 230 | NA | NA | 1418 | 20 | 578 | 530 | 210 | 123 |
| 74 | 1381 | 178 | 72 | 10 | 490 | 468 | 152 | NA | NA | 1804 | 13 | 640 | 611 | 218 | 128 |
| 101 | 1656 | 277 | 103 | 39 | 495 | 371 | 118 | 101 | NA | 1742 | 41 | 521 | 390 | 204 | 149 |
| 65 | 1587 | 255 | 86 | 37 | 468 | 499 | 102 | 98 | NA | 1669 | 39 | 492 | 525 | 209 | 163 |
| 81 | 1539 | 256 | 65 | 47 | 507 | 487 | 112 | 88 | NA | 1619 | 49 | 533 | 512 | 161 | 139 |
| 73 | 1539 | 267 | 60 | 44 | 560 | 482 | 201 | 125 | NA | 1619 | 46 | 589 | 507 | 190 | 145 |
| 70 | 1601 | 269 | 61 | 43 | 640 | 443 | 146 | 91 | NA | 1695 | 46 | 678 | 469 | 244 | 144 |
| 83 | 1559 | 315 | 62 | 40 | 696 | 426 | 136 | 93 | NA | 1640 | 42 | 732 | 448 | 208 | 170 |
| 86 | 1597 | 332 | 64 | 34 | 589 | 403 | 128 | 82 | NA | 1691 | 36 | 624 | 427 | 170 | 129 |
| 74 | 1517 | 302 | 65 | 38 | 522 | 412 | 95 | 79 | NA | 1606 | 40 | 553 | 436 | 191 | 139 |
| 76 | 1478 | 243 | 81 | 25 | 493 | 513 | 146 | 86 | NA | 1555 | 26 | 519 | 540 | 194 | 157 |
| 63 | 1499 | 256 | 79 | 39 | 453 | 465 | 116 | 69 | NA | 1598 | 42 | 483 | 496 | 203 | 163 |
| 65 | 1574 | 269 | 95 | 66 | 409 | 504 | 78 | 42 | NA | 1656 | 69 | 430 | 530 | 245 | 143 |
| 59 | 1507 | 252 | 73 | 29 | 511 | 471 | 100 | 41 | NA | 1596 | 31 | 541 | 499 | 260 | 139 |
| 53 | 1530 | 294 | 60 | 39 | 492 | 414 | 95 | 62 | NA | 1641 | 42 | 528 | 444 | 286 | 182 |
| 72 | 1564 | 249 | 57 | 46 | 581 | 449 | 46 | 50 | NA | 1689 | 50 | 627 | 485 | 201 | 154 |
| 56 | 1487 | 253 | 43 | 76 | 602 | 558 | 38 | 29 | NA | 1585 | 81 | 642 | 595 | 221 | 134 |
| 79 | 1556 | 279 | 45 | 79 | 618 | 432 | 49 | 30 | NA | 1658 | 84 | 659 | 460 | 155 | 142 |
| 87 | 1713 | 303 | 60 | 64 | 734 | 447 | 71 | 31 | NA | 1838 | 69 | 787 | 480 | 180 | 187 |
| 90 | 1555 | 295 | 80 | 70 | 578 | 470 | 74 | 36 | NA | 1636 | 74 | 608 | 494 | 183 | 182 |
| 71 | 1575 | 262 | 60 | 73 | 563 | 535 | 61 | 43 | NA | 1724 | 80 | 616 | 586 | 213 | 170 |
| 89 | 1526 | 231 | 59 | 67 | 609 | 528 | 119 | 64 | NA | 1605 | 70 | 641 | 555 | 176 | 147 |
| 86 | 1577 | 250 | 66 | 77 | 522 | 599 | 55 | 63 | NA | 1659 | 81 | 549 | 630 | 195 | 131 |
| 81 | 1447 | 258 | 49 | 49 | 536 | 501 | 96 | 56 | NA | 1522 | 52 | 564 | 527 | 189 | 153 |
| 72 | 1330 | 234 | 39 | 27 | 544 | 467 | 125 | 77 | NA | 1456 | 30 | 595 | 511 | 189 | 158 |
| 86 | 1364 | 203 | 48 | 35 | 590 | 611 | 182 | 92 | NA | 1435 | 37 | 621 | 643 | 175 | 176 |
| 75 | 1375 | 221 | 58 | 24 | 462 | 471 | 69 | 49 | NA | 1446 | 25 | 486 | 495 | 193 | 162 |
| 77 | 1446 | 222 | 60 | 24 | 511 | 508 | 85 | 59 | NA | 1572 | 26 | 556 | 552 | 196 | 151 |
| 78 | 1435 | 217 | 46 | 39 | 527 | 631 | 82 | 67 | NA | 1510 | 41 | 554 | 664 | 182 | 179 |
| 74 | 1420 | 222 | 43 | 56 | 518 | 554 | 96 | 60 | NA | 1494 | 59 | 545 | 583 | 163 | 189 |
| 54 | 1389 | 183 | 42 | 59 | 634 | 563 | 49 | 50 | NA | 1480 | 63 | 676 | 600 | 164 | 188 |
| 63 | 1439 | 181 | 49 | 98 | 580 | 595 | 20 | 23 | NA | 1514 | 103 | 610 | 626 | 142 | 190 |
| 85 | 1528 | 241 | 67 | 90 | 627 | 551 | 104 | 74 | NA | 1607 | 95 | 660 | 580 | 159 | 185 |
| 85 | 1406 | 209 | 40 | 84 | 569 | 548 | 64 | 40 | NA | 1479 | 88 | 599 | 576 | 129 | 166 |
| 94 | 1415 | 238 | 56 | 78 | 632 | 558 | 77 | 58 | NA | 1489 | 82 | 665 | 587 | 131 | 151 |
| 99 | 1454 | 214 | 49 | 99 | 635 | 564 | 103 | 61 | NA | 1530 | 104 | 668 | 593 | 114 | 157 |
| 96 | 1474 | 215 | 38 | 122 | 596 | 626 | 73 | 47 | NA | 1551 | 128 | 627 | 659 | 117 | 155 |
| 89 | 1485 | 229 | 45 | 135 | 651 | 694 | 74 | 35 | NA | 1562 | 142 | 685 | 730 | 128 | 168 |
| 95 | 1440 | 219 | 43 | 112 | 666 | 784 | 115 | 54 | NA | 1515 | 118 | 701 | 825 | 113 | 178 |
| 86 | 1418 | 201 | 44 | 106 | 545 | 704 | 106 | 35 | NA | 1492 | 112 | 573 | 741 | 119 | 168 |
| 99 | 1394 | 231 | 48 | 102 | 610 | 667 | 119 | 56 | NA | 1466 | 107 | 642 | 702 | 137 | 148 |
| 92 | 1475 | 255 | 40 | 118 | 596 | 682 | 128 | 50 | NA | 1552 | 124 | 627 | 717 | 115 | 184 |
| 86 | 1475 | 216 | 46 | 138 | 550 | 612 | 100 | 40 | NA | 1475 | 138 | 550 | 612 | 128 | 138 |
| 85 | 1415 | 250 | 56 | 92 | 620 | 674 | 76 | 40 | NA | 1415 | 92 | 620 | 674 | 110 | 153 |
| 94 | 1379 | 208 | 40 | 114 | 571 | 896 | 64 | 28 | NA | 1379 | 114 | 571 | 896 | 130 | 163 |
| 98 | 1356 | 184 | 40 | 106 | 562 | 902 | 75 | 39 | NA | 1356 | 106 | 562 | 902 | 122 | 164 |
| 95 | 1354 | 200 | 38 | 125 | 533 | 916 | 50 | 33 | NA | 1354 | 125 | 533 | 916 | 126 | 156 |
| 83 | 1235 | 193 | 40 | 87 | 476 | 872 | 153 | 78 | NA | 1235 | 87 | 476 | 872 | 160 | 149 |
| 89 | 1209 | 181 | 34 | 89 | 480 | 849 | 124 | 82 | NA | 1209 | 89 | 480 | 849 | 137 | 149 |
| 67 | 1233 | 169 | 33 | 71 | 397 | 840 | 90 | 50 | NA | 1233 | 71 | 397 | 840 | 151 | 152 |
| 68 | 1346 | 210 | 27 | 112 | 552 | 844 | 54 | 22 | NA | 1346 | 112 | 552 | 844 | 122 | 163 |
| 56 | 1394 | 192 | 20 | 123 | 477 | 872 | 53 | 33 | NA | 1394 | 123 | 477 | 872 | 165 | 187 |
| 79 | 1346 | 185 | 30 | 138 | 562 | 870 | 83 | 65 | NA | 1346 | 138 | 562 | 870 | 160 | 128 |
| 92 | 1271 | 179 | 29 | 114 | 538 | 1042 | 105 | 55 | NA | 1337 | 120 | 566 | 1096 | 142 | 143 |
| 77 | 1400 | 228 | 38 | 111 | 537 | 952 | 83 | 73 | NA | 1400 | 111 | 537 | 952 | 144 | 165 |
| 81 | 1511 | 228 | 23 | 137 | 525 | 869 | 65 | 54 | NA | 1530 | 139 | 532 | 880 | 149 | 190 |
| 75 | 1409 | 210 | 38 | 95 | 615 | 805 | 102 | 54 | NA | 1418 | 96 | 619 | 810 | 141 | 156 |
| 64 | 1419 | 210 | 46 | 73 | 474 | 744 | 121 | 53 | NA | 1428 | 73 | 477 | 749 | 131 | 156 |
| 90 | 1568 | 254 | 52 | 192 | 559 | 666 | 42 | 44 | NA | 1568 | 192 | 559 | 666 | 159 | 125 |
| 71 | 1432 | 222 | 41 | 107 | 412 | 629 | 84 | 68 | NA | 1441 | 108 | 415 | 633 | 139 | 131 |
| 74 | 1524 | 294 | 33 | 129 | 460 | 676 | 98 | 63 | NA | 1543 | 131 | 466 | 684 | 175 | 144 |
| 71 | 1426 | 258 | 38 | 92 | 404 | 678 | 69 | 55 | NA | 1444 | 93 | 409 | 686 | 173 | 164 |
| 83 | 1501 | 206 | 41 | 116 | 492 | 792 | 131 | 67 | NA | 2294 | 177 | 752 | 1210 | 133 | 173 |
| 87 | 1523 | 266 | 52 | 136 | 533 | 866 | 136 | 58 | NA | 1523 | 136 | 533 | 866 | 154 | 173 |
| 99 | 1439 | 270 | 42 | 157 | 527 | 888 | 165 | 50 | NA | 1439 | 157 | 527 | 888 | 120 | 158 |
| 74 | 1360 | 225 | 38 | 172 | 523 | 883 | 109 | 49 | NA | 1360 | 172 | 523 | 883 | 122 | 160 |
| 85 | 1386 | 247 | 37 | 146 | 471 | 843 | 108 | 56 | NA | 1386 | 146 | 471 | 843 | 111 | 152 |
| 72 | 1335 | 197 | 34 | 121 | 487 | 940 | 115 | 54 | NA | 1335 | 121 | 487 | 940 | 117 | 142 |
| 77 | 1427 | 283 | 36 | 173 | 487 | 971 | 138 | 52 | NA | 1427 | 173 | 487 | 971 | 115 | 174 |
| 71 | 1335 | 225 | 35 | 133 | 449 | 914 | 99 | 46 | NA | 1343 | 134 | 452 | 920 | 155 | 178 |
| 69 | 1502 | 264 | 36 | 95 | 467 | 878 | 98 | 52 | NA | 1511 | 96 | 470 | 883 | 152 | 177 |
| 94 | 1393 | 251 | 44 | 106 | 478 | 903 | 140 | 90 | NA | 1393 | 106 | 478 | 903 | 124 | 169 |
| 87 | 1464 | 226 | 39 | 139 | 610 | 896 | 134 | 74 | NA | 1464 | 139 | 610 | 896 | 116 | 151 |
| 86 | 1434 | 269 | 36 | 110 | 622 | 784 | 160 | 57 | NA | 1434 | 110 | 622 | 784 | 129 | 134 |
| 94 | 1454 | 228 | 44 | 162 | 604 | 834 | 106 | 57 | NA | 1454 | 162 | 604 | 834 | 112 | 153 |
| 96 | 1624 | 251 | 56 | 173 | 713 | 814 | 110 | 39 | NA | 2328 | 248 | 1022 | 1167 | 113 | 130 |
| 77 | 1594 | 284 | 42 | 164 | 648 | 863 | 124 | 44 | NA | 1793 | 185 | 729 | 971 | 122 | 147 |
| 85 | 1586 | 284 | 33 | 195 | 701 | 927 | 105 | 41 | NA | 1586 | 195 | 701 | 927 | 109 | 145 |
| 80 | 1516 | 291 | 38 | 198 | 551 | 916 | 127 | 46 | NA | 1516 | 198 | 551 | 916 | 140 | 161 |
| 75 | 1573 | 300 | 37 | 163 | 502 | 815 | 111 | 50 | NA | 1583 | 164 | 505 | 820 | 137 | 149 |
| 95 | 1615 | 325 | 33 | 216 | 591 | 960 | 119 | 42 | 53 | 1615 | 216 | 591 | 960 | 133 | 190 |
| 83 | 1463 | 300 | 29 | 214 | 520 | 998 | 123 | 59 | 52 | 1463 | 214 | 520 | 998 | 118 | 149 |
| 81 | 1475 | 289 | 29 | 217 | 555 | 952 | 75 | 31 | 49 | 1475 | 217 | 555 | 952 | 97 | 157 |
| 86 | 1445 | 303 | 19 | 220 | 519 | 916 | 77 | 29 | 58 | 1445 | 220 | 519 | 916 | 93 | 154 |
| 90 | 1586 | 291 | 20 | 236 | 502 | 1056 | 93 | 48 | 58 | 1586 | 236 | 502 | 1056 | 90 | 145 |
| 111 | 1610 | 192 | 95 | 10 | 207 | 413 | NA | NA | NA | 3260 | 20 | 419 | 836 | 652 | 83 |
| 101 | 1589 | 202 | 122 | 56 | 230 | 431 | NA | NA | NA | 2627 | 93 | 380 | 712 | 595 | NA |
| 101 | 1541 | 162 | 143 | 54 | 229 | 600 | NA | NA | NA | 2290 | 80 | 340 | 892 | 612 | NA |
| 91 | 1513 | 156 | 111 | 38 | 221 | 608 | NA | NA | NA | 2188 | 55 | 320 | 879 | 603 | NA |
| 76 | 1438 | 170 | 112 | 53 | 439 | 743 | 217 | NA | NA | 1688 | 62 | 515 | 872 | 681 | NA |
| 97 | 1542 | 215 | 122 | 44 | 458 | 439 | 632 | NA | NA | 1850 | 53 | 550 | 527 | 581 | NA |
| 97 | 1404 | 160 | 99 | 39 | 417 | 671 | 567 | NA | NA | 1697 | 47 | 504 | 811 | 551 | NA |
| 89 | 1523 | 230 | 112 | 61 | 527 | 596 | 538 | NA | NA | 1775 | 71 | 614 | 695 | 513 | NA |
| 95 | 1478 | 184 | 147 | 33 | 531 | 463 | 383 | NA | NA | 1814 | 41 | 652 | 568 | 468 | NA |
| 66 | 1369 | 175 | 106 | 47 | 490 | 519 | 289 | NA | NA | 1619 | 56 | 579 | 614 | 484 | NA |
| 89 | 1391 | 167 | 81 | 48 | 543 | 512 | 292 | NA | NA | 1502 | 52 | 586 | 553 | 434 | NA |
| 82 | 1512 | 204 | 82 | 37 | 673 | 324 | 301 | NA | NA | 1914 | 47 | 852 | 410 | 406 | NA |
| 69 | 1712 | 279 | 83 | 76 | 633 | 314 | 268 | NA | NA | 2133 | 95 | 789 | 391 | 523 | NA |
| 82 | 1738 | 293 | 131 | 45 | 516 | 310 | 406 | NA | NA | 2166 | 56 | 643 | 386 | 470 | NA |
| 93 | 1609 | 269 | 85 | 27 | 466 | 268 | 238 | NA | NA | 1975 | 33 | 572 | 329 | 335 | NA |
| 98 | 1543 | 221 | 108 | 20 | 485 | 320 | 176 | NA | NA | 1645 | 21 | 517 | 341 | 346 | NA |
| 90 | 1554 | 210 | 113 | 14 | 524 | 319 | 246 | NA | NA | 1678 | 15 | 566 | 345 | 366 | NA |
| 72 | 1556 | 207 | 97 | 38 | 388 | 476 | 213 | NA | NA | 1813 | 44 | 452 | 555 | 397 | 140 |
| 86 | 1630 | 266 | 107 | 33 | 470 | NA | 168 | NA | NA | 1900 | 38 | 548 | NA | 364 | 98 |
| 93 | 1410 | 200 | 97 | 22 | 422 | NA | 190 | NA | NA | 1493 | 23 | 447 | NA | 319 | 86 |
| 84 | 1483 | 169 | 107 | 29 | 460 | NA | 192 | NA | NA | 1570 | 31 | 487 | NA | 328 | 129 |
| 69 | 1285 | 150 | 76 | 17 | 424 | NA | 182 | NA | NA | 1379 | 18 | 455 | NA | 279 | 104 |
| 70 | 1298 | 133 | 95 | 16 | 394 | NA | 167 | NA | NA | 1374 | 17 | 417 | NA | 240 | 125 |
| 77 | 1166 | 136 | 81 | 15 | 391 | NA | 206 | NA | NA | 1227 | 16 | 411 | NA | 268 | 76 |
| 79 | 1395 | 158 | 83 | 24 | 556 | 542 | 326 | NA | NA | 1467 | 25 | 585 | 570 | 306 | 108 |
| 79 | 1387 | 194 | 94 | 22 | 507 | 521 | 263 | NA | NA | 1469 | 23 | 537 | 552 | 262 | 108 |
| 68 | 1418 | 180 | 102 | 29 | 485 | 613 | 239 | NA | NA | 1501 | 31 | 514 | 649 | 266 | 110 |
| 63 | 1239 | 149 | 67 | 17 | 464 | 660 | 236 | NA | NA | 1303 | 18 | 488 | 694 | 330 | 119 |
| 75 | 1392 | 204 | 88 | 16 | 379 | 539 | 164 | 149 | NA | 1464 | 17 | 399 | 567 | 236 | 156 |
| 64 | 1415 | 198 | 93 | 15 | 383 | 607 | 166 | NA | NA | 1498 | 16 | 406 | 643 | 241 | 133 |
| 82 | 1457 | 206 | 105 | 27 | 328 | 502 | 161 | NA | NA | 1533 | 28 | 345 | 528 | 260 | 126 |
| 86 | 1500 | 209 | 106 | 19 | 385 | 383 | 162 | NA | NA | 1898 | 24 | 487 | 485 | 243 | 161 |
| 111 | 1393 | 156 | 96 | 23 | 469 | 426 | 165 | NA | NA | 1612 | 27 | 543 | 493 | 176 | 113 |
| 87 | 1516 | 179 | 80 | 19 | 404 | 389 | 167 | 136 | NA | 1605 | 20 | 428 | 412 | 212 | 132 |
| 74 | 1505 | 234 | 100 | 21 | 397 | 326 | 124 | 127 | NA | 1594 | 22 | 420 | 345 | 204 | 147 |
| 90 | 1642 | 238 | 104 | 47 | 459 | 401 | 137 | 143 | NA | 1727 | 49 | 483 | 422 | 216 | 155 |
| 96 | 1584 | 249 | 100 | 47 | 462 | 386 | 101 | 110 | NA | 1666 | 49 | 486 | 406 | 212 | 151 |
| 88 | 1630 | 250 | 118 | 38 | 370 | 354 | 109 | 104 | NA | 1726 | 40 | 392 | 375 | 230 | 150 |
| 85 | 1578 | 234 | 95 | 47 | 433 | 346 | 114 | 113 | NA | 1671 | 50 | 458 | 366 | 215 | 170 |
| 79 | 1524 | 235 | 82 | 31 | 426 | 352 | 66 | NA | NA | 1614 | 33 | 451 | 373 | 175 | 169 |
| 83 | 1544 | 244 | 71 | 34 | 411 | 352 | 88 | NA | NA | 1646 | 36 | 438 | 375 | 173 | 207 |
| 69 | 1555 | 271 | 83 | 36 | 433 | 365 | 141 | NA | NA | 1636 | 38 | 455 | 384 | 170 | 156 |
| 62 | 1552 | 279 | 70 | 78 | 468 | 514 | 50 | NA | NA | 1633 | 82 | 492 | 541 | 169 | 173 |
| 61 | 1514 | 254 | 74 | 22 | 424 | 487 | 25 | NA | NA | 1593 | 23 | 446 | 512 | 174 | 204 |
| 63 | 1503 | 279 | 72 | 49 | 459 | 459 | 37 | NA | NA | 1581 | 52 | 483 | 483 | 187 | 136 |
| 62 | 1350 | 222 | 39 | 36 | 372 | 377 | 32 | NA | NA | 1439 | 38 | 396 | 402 | 189 | 148 |
| 56 | 1532 | 244 | 70 | 59 | 336 | 571 | 36 | NA | NA | 1644 | 63 | 360 | 613 | 194 | 146 |
| 72 | 1486 | 258 | 72 | 77 | 415 | 579 | 76 | NA | NA | 1573 | 82 | 439 | 613 | 216 | 147 |
| 78 | 1553 | 236 | 77 | 86 | 431 | 614 | 72 | NA | NA | 1634 | 90 | 453 | 646 | 201 | 158 |
| 59 | 1398 | 226 | 62 | 77 | 460 | 616 | 56 | NA | NA | 1471 | 81 | 484 | 648 | 219 | 146 |
| 89 | 1615 | 271 | 62 | 119 | 395 | 559 | 21 | NA | NA | 1744 | 129 | 427 | 604 | 183 | 144 |
| 102 | 1571 | 283 | 63 | 103 | 526 | 566 | 48 | NA | NA | 1653 | 108 | 553 | 595 | 167 | 179 |
| 106 | 1511 | 280 | 40 | 94 | 480 | 533 | 76 | NA | NA | 1600 | 100 | 508 | 564 | 124 | 167 |
| 93 | 1355 | 224 | 35 | 67 | 502 | 450 | 72 | NA | NA | 1425 | 70 | 528 | 473 | 158 | 155 |
| 81 | 1296 | 211 | 42 | 70 | 515 | 585 | 45 | NA | NA | 1381 | 75 | 549 | 623 | 187 | 168 |
| 94 | 1410 | 241 | 33 | 54 | 445 | 411 | 54 | NA | NA | 1483 | 57 | 468 | 432 | 145 | 161 |
| 64 | 1385 | 232 | 27 | 59 | 412 | 560 | 75 | NA | NA | 1457 | 62 | 433 | 589 | 154 | 145 |
| 70 | 1328 | 217 | 35 | 68 | 519 | 635 | 86 | NA | NA | 1397 | 72 | 546 | 668 | 160 | 202 |
| 77 | 1443 | 255 | 45 | 100 | 567 | 558 | 48 | NA | NA | 1518 | 105 | 596 | 587 | 143 | 141 |
| 68 | 1340 | 234 | 39 | 110 | 506 | 620 | 44 | NA | NA | 1419 | 116 | 536 | 656 | 162 | 143 |
| 65 | 1497 | 278 | 37 | 90 | 451 | 588 | 33 | NA | NA | 1575 | 95 | 474 | 619 | 143 | 158 |
| 70 | 1446 | 272 | 29 | 105 | 534 | 526 | 39 | NA | NA | 1531 | 111 | 565 | 557 | 148 | 140 |
| 72 | 1377 | 226 | 35 | 93 | 437 | 607 | 46 | 42 | NA | 1449 | 98 | 460 | 639 | 147 | 148 |
| 73 | 1371 | 223 | 47 | 109 | 505 | 746 | 34 | 44 | NA | 1442 | 115 | 531 | 785 | 113 | 153 |
| 72 | 1469 | 200 | 36 | 175 | 510 | 737 | 26 | 21 | NA | 1545 | 184 | 536 | 775 | 136 | 185 |
| 79 | 1498 | 227 | 29 | 190 | 585 | 691 | 54 | 38 | NA | 1576 | 200 | 615 | 727 | 146 | 178 |
| 84 | 1527 | 264 | 35 | 197 | 574 | 791 | 54 | 38 | NA | 1606 | 207 | 604 | 832 | 113 | 146 |
| 80 | 1430 | 255 | 42 | 129 | 602 | 805 | 64 | 40 | NA | 1504 | 136 | 633 | 847 | 104 | 156 |
| 78 | 1523 | 271 | 36 | 169 | 525 | 803 | 68 | 29 | NA | 1602 | 178 | 552 | 845 | 133 | 165 |
| 70 | 1393 | 242 | 42 | 147 | 539 | 903 | 77 | 39 | NA | 1465 | 155 | 567 | 950 | 131 | 163 |
| 98 | 1487 | 260 | 37 | 166 | 445 | 801 | 74 | 35 | NA | 1564 | 175 | 468 | 843 | 141 | 130 |
| 98 | 1523 | 252 | 40 | 167 | 498 | 903 | 66 | 39 | NA | 1523 | 167 | 498 | 903 | 143 | 144 |
| 86 | 1333 | 225 | 44 | 122 | 474 | 960 | 92 | 58 | NA | 1333 | 122 | 474 | 960 | 135 | 127 |
| 92 | 1383 | 220 | 38 | 130 | 457 | 974 | 90 | 36 | NA | 1383 | 130 | 457 | 974 | 130 | 137 |
| 89 | 1544 | 268 | 61 | 183 | 538 | 1003 | 82 | 40 | NA | 1544 | 183 | 538 | 1003 | 117 | 142 |
| 77 | 1452 | 235 | 33 | 151 | 399 | 888 | 71 | 51 | NA | 1470 | 153 | 404 | 899 | 124 | 135 |
| 87 | 1366 | 251 | 54 | 109 | 372 | 969 | 92 | 63 | NA | 1366 | 109 | 372 | 969 | 121 | 124 |
| 102 | 1498 | 253 | 45 | 191 | 547 | 984 | 115 | 52 | NA | 1498 | 191 | 547 | 984 | 151 | 173 |
| 79 | 1306 | 203 | 28 | 138 | 438 | 907 | 59 | 33 | NA | 1306 | 138 | 438 | 907 | 103 | 174 |
| 99 | 1398 | 232 | 34 | 137 | 639 | 947 | 148 | 55 | NA | 1398 | 137 | 639 | 947 | 115 | 162 |
| 98 | 1437 | 271 | 35 | 135 | 693 | 940 | 146 | 49 | NA | 1437 | 135 | 693 | 940 | 134 | 151 |
| 108 | 1515 | 278 | 37 | 124 | 691 | 916 | 168 | 36 | NA | 1515 | 124 | 691 | 916 | 102 | 173 |
| 102 | 1599 | 271 | 63 | 141 | 681 | 902 | 210 | 57 | NA | 1599 | 141 | 681 | 902 | 102 | 157 |
| 88 | 1513 | 269 | 42 | 181 | 600 | 911 | 170 | 64 | NA | 1513 | 181 | 600 | 911 | 95 | 154 |
| 93 | 1387 | 272 | 32 | 137 | 640 | 905 | 138 | 58 | NA | 1396 | 138 | 644 | 911 | 135 | 121 |
| 91 | 1454 | 268 | 31 | 133 | 618 | 908 | 100 | 47 | NA | 1463 | 134 | 622 | 914 | 125 | 153 |
| 89 | 1445 | 256 | 45 | 113 | 537 | 852 | 156 | 43 | NA | 1445 | 113 | 537 | 852 | 106 | 144 |
| 99 | 1458 | 285 | 36 | 96 | 563 | 830 | 87 | 56 | NA | 2187 | 144 | 845 | 1245 | 120 | 149 |
| 61 | 1375 | 228 | 34 | 82 | 470 | 817 | 131 | 69 | NA | 1375 | 82 | 470 | 817 | 128 | 158 |
| 74 | 1274 | 236 | 35 | 107 | 588 | 1006 | 154 | 77 | NA | 1274 | 107 | 588 | 1006 | 114 | 121 |
| 70 | 1342 | 238 | 30 | 106 | 566 | 978 | 160 | 63 | NA | 1342 | 106 | 566 | 978 | 139 | 116 |
| 90 | 1394 | 251 | 34 | 115 | 580 | 861 | 160 | 70 | NA | 1403 | 116 | 584 | 866 | 122 | 143 |
| 86 | 1404 | 237 | 35 | 144 | 586 | 920 | 177 | 53 | NA | 1404 | 144 | 586 | 920 | 140 | 160 |
| 84 | 1478 | 262 | 29 | 192 | 514 | 928 | 169 | 46 | NA | 1478 | 192 | 514 | 928 | 128 | 137 |
| 88 | 1342 | 248 | 25 | 123 | 482 | 928 | 208 | 56 | NA | 1350 | 124 | 485 | 934 | 122 | 132 |
| 75 | 1362 | 243 | 28 | 128 | 493 | 1028 | 128 | 71 | NA | 1362 | 128 | 493 | 1028 | 121 | 108 |
| 91 | 1466 | 284 | 40 | 125 | 466 | 913 | 166 | 66 | NA | 1466 | 125 | 466 | 913 | 102 | 126 |
| 90 | 1418 | 281 | 44 | 99 | 563 | 888 | 125 | 65 | NA | 1418 | 99 | 563 | 888 | 96 | 128 |
| 73 | 1457 | 261 | 28 | 137 | 485 | 1025 | 142 | 59 | NA | 1457 | 137 | 485 | 1025 | 120 | 133 |
| 94 | 1623 | 300 | 51 | 176 | 551 | 1049 | 169 | 72 | NA | 2306 | 250 | 783 | 1491 | 104 | 129 |
| 96 | 1492 | 312 | 39 | 181 | 584 | 1064 | 214 | 77 | NA | 1679 | 204 | 657 | 1197 | 89 | 158 |
| 81 | 1398 | 259 | 36 | 191 | 604 | 1134 | 171 | 63 | NA | 1398 | 191 | 604 | 1134 | 121 | 145 |
| 76 | 1386 | 269 | 27 | 142 | 518 | 1113 | 190 | 67 | NA | 1386 | 142 | 518 | 1113 | 106 | 129 |
| 77 | 1441 | 298 | 28 | 138 | 608 | 1107 | 95 | 42 | NA | 1441 | 138 | 608 | 1107 | 122 | 142 |
| 95 | 1527 | 310 | 37 | 208 | 566 | 1118 | 163 | 54 | NA | 1518 | 207 | 563 | 1111 | 104 | 136 |
| 85 | 1545 | 302 | 36 | 200 | 559 | 995 | 99 | 38 | 64 | 1545 | 200 | 559 | 995 | 111 | 156 |
| 66 | 1464 | 304 | 22 | 176 | 468 | 1172 | 103 | 54 | 65 | 1464 | 176 | 468 | 1172 | 138 | 136 |
| 78 | 1386 | 297 | 21 | 169 | 583 | 1188 | 116 | 52 | 66 | 1386 | 169 | 583 | 1188 | 120 | 169 |
| 69 | 1349 | 239 | 21 | 182 | 524 | 1326 | 80 | 34 | 79 | 1349 | 182 | 524 | 1326 | 141 | 152 |
| 76 | 1380 | 287 | 28 | 194 | 599 | 1335 | 77 | 25 | 81 | 1380 | 194 | 599 | 1335 | 113 | 123 |
| 73 | 1453 | 335 | 15 | 222 | 611 | 1303 | 72 | 23 | 62 | 1453 | 222 | 611 | 1303 | 104 | 133 |
| 80 | 1419 | 291 | 12 | 217 | 614 | 1192 | 124 | 33 | 59 | 1419 | 217 | 614 | 1192 | 128 | 139 |
| 70 | 1358 | 170 | 94 | 45 | 693 | 624 | 266 | NA | NA | 2200 | 73 | 1123 | 1011 | 630 | NA |
| 64 | 1562 | 235 | 81 | 14 | 289 | 388 | 149 | NA | NA | 1861 | 17 | 344 | 462 | 392 | 118 |
| 82 | 1669 | 295 | 81 | 39 | 367 | 424 | 167 | NA | NA | 1988 | 46 | 437 | 505 | 342 | 114 |
| 89 | 1464 | 267 | 110 | 36 | 300 | 689 | 203 | NA | NA | 1694 | 42 | 347 | 797 | 373 | 115 |
| 92 | 1438 | 241 | 97 | 29 | 329 | 766 | 191 | NA | NA | 1543 | 31 | 353 | 822 | 274 | 92 |
| 80 | 1386 | 222 | 76 | 19 | 301 | NA | 198 | NA | NA | 1458 | 20 | 317 | NA | 245 | 88 |
| 94 | 1605 | 254 | 77 | 13 | 349 | NA | 215 | NA | NA | 1699 | 14 | 370 | NA | 230 | 118 |
| 91 | 1301 | 194 | 72 | 12 | 357 | NA | 206 | NA | NA | 1387 | 13 | 380 | NA | 281 | 146 |
| 75 | 1288 | 183 | 86 | 11 | 300 | NA | 184 | NA | NA | 1364 | 12 | 318 | NA | 293 | 116 |
| 85 | 1589 | 252 | 86 | 21 | 375 | NA | 221 | NA | NA | 1682 | 22 | 397 | NA | 320 | 114 |
| 79 | 1486 | 232 | 82 | 13 | 431 | NA | 205 | NA | NA | 1573 | 14 | 456 | NA | 303 | 131 |
| 92 | 1438 | 220 | 79 | 17 | 448 | 594 | 204 | NA | NA | 1533 | 18 | 477 | 633 | 258 | 132 |
| 54 | 1336 | 188 | 74 | 11 | 476 | 725 | 177 | 166 | NA | 1415 | 12 | 504 | 768 | 316 | 126 |
| 61 | 1290 | 180 | 84 | 21 | 522 | 726 | 147 | 125 | NA | 1375 | 22 | 556 | 774 | 290 | 87 |
| 81 | 1330 | 245 | 69 | 17 | 549 | 636 | 168 | NA | NA | 1399 | 18 | 578 | 669 | 244 | 137 |
| 93 | 1288 | 229 | 67 | 14 | 578 | 627 | 221 | NA | NA | 1355 | 15 | 608 | 660 | 255 | 143 |
| 93 | 1383 | 225 | 85 | 11 | 626 | 492 | 210 | NA | NA | 1764 | 14 | 799 | 628 | 264 | 105 |
| 98 | 1478 | 296 | 84 | 28 | 580 | 428 | 132 | NA | NA | 1723 | 33 | 676 | 499 | 234 | 119 |
| 103 | 1656 | 316 | 100 | 37 | 604 | 399 | 77 | 97 | NA | 1742 | 39 | 635 | 420 | 195 | 130 |
| 99 | 1742 | 373 | 95 | 44 | 655 | 396 | 53 | 44 | NA | 1832 | 46 | 689 | 417 | 215 | 130 |
| 82 | 1624 | 337 | 77 | 34 | 583 | 348 | 94 | 61 | NA | 1708 | 36 | 613 | 366 | 211 | 147 |
| 87 | 1688 | 319 | 79 | 62 | 670 | 407 | 84 | 82 | NA | 1787 | 66 | 709 | 431 | 240 | 151 |
| 71 | 1673 | 324 | 62 | 43 | 521 | 393 | 89 | 59 | NA | 1771 | 46 | 552 | 416 | 213 | 138 |
| 74 | 1697 | 300 | 61 | 55 | 547 | 399 | 95 | 81 | NA | 1785 | 58 | 575 | 420 | 223 | 154 |
| 93 | 1608 | 350 | 52 | 28 | 479 | 349 | 93 | 45 | NA | 1692 | 29 | 504 | 367 | 181 | 161 |
| 70 | 1558 | 340 | 55 | 28 | 403 | 388 | 67 | 76 | NA | 1650 | 30 | 427 | 411 | 214 | 155 |
| 65 | 1615 | 315 | 64 | 36 | 397 | 448 | 53 | 55 | NA | 1699 | 38 | 418 | 471 | 232 | 197 |
| 86 | 1625 | 313 | 84 | 66 | 483 | 387 | 80 | 91 | NA | 1732 | 70 | 515 | 412 | 211 | 173 |
| 85 | 1740 | 377 | 62 | 76 | 515 | 485 | 54 | 49 | NA | 1830 | 80 | 542 | 510 | 247 | 164 |
| 82 | 1696 | 338 | 73 | 75 | 584 | 455 | 66 | 63 | NA | 1784 | 79 | 614 | 479 | 243 | 150 |
| 93 | 1646 | 330 | 79 | 83 | 603 | 484 | 55 | 58 | NA | 1754 | 88 | 643 | 516 | 201 | 137 |
| 80 | 1466 | 234 | 83 | 54 | 481 | 457 | 39 | 43 | NA | 1573 | 58 | 516 | 490 | 168 | 136 |
| 87 | 1577 | 320 | 80 | 108 | 600 | 580 | 82 | 54 | NA | 1659 | 114 | 631 | 610 | 165 | 161 |
| 92 | 1605 | 320 | 95 | 120 | 586 | 645 | 88 | 38 | NA | 1711 | 128 | 625 | 687 | 162 | 155 |
| 92 | 1567 | 306 | 83 | 89 | 586 | 604 | 76 | 48 | NA | 1648 | 94 | 616 | 635 | 189 | 156 |
| 94 | 1496 | 302 | 64 | 106 | 546 | 628 | 56 | 38 | NA | 1574 | 112 | 574 | 661 | 156 | 173 |
| 79 | 1420 | 262 | 88 | 108 | 539 | 636 | 66 | 49 | NA | 1494 | 114 | 567 | 669 | 149 | 166 |
| 79 | 1414 | 235 | 61 | 53 | 526 | 572 | 73 | 78 | NA | 1487 | 56 | 553 | 602 | 171 | 184 |
| 87 | 1423 | 260 | 48 | 58 | 600 | 552 | 50 | 61 | NA | 1507 | 61 | 635 | 584 | 166 | 194 |
| 82 | 1395 | 241 | 54 | 73 | 564 | 646 | 21 | 35 | NA | 1559 | 82 | 630 | 722 | 141 | 166 |
| 72 | 1352 | 245 | 59 | 83 | 532 | 733 | 60 | 52 | NA | 1422 | 87 | 560 | 771 | 155 | 155 |
| 84 | 1464 | 246 | 54 | 118 | 528 | 641 | 31 | 26 | NA | 1540 | 124 | 555 | 674 | 109 | 187 |
| 101 | 1603 | 253 | 56 | 162 | 675 | 601 | 56 | 46 | NA | 1675 | 169 | 705 | 628 | 119 | 191 |
| 94 | 1429 | 204 | 61 | 118 | 632 | 562 | 46 | 42 | NA | 1503 | 124 | 665 | 591 | 108 | 202 |
| 97 | 1491 | 234 | 48 | 173 | 729 | 656 | 42 | 36 | NA | 1568 | 182 | 767 | 690 | 136 | 158 |
| 98 | 1416 | 219 | 37 | 147 | 637 | 665 | 55 | 37 | NA | 1490 | 155 | 670 | 700 | 141 | 159 |
| 97 | 1500 | 211 | 31 | 168 | 641 | 718 | 35 | 31 | NA | 1578 | 177 | 674 | 755 | 133 | 207 |
| 117 | 1439 | 198 | 41 | 164 | 670 | 703 | 32 | 35 | NA | 1514 | 173 | 705 | 740 | 135 | 156 |
| 98 | 1394 | 205 | 33 | 156 | 761 | 752 | 29 | 25 | NA | 1466 | 164 | 801 | 791 | 114 | 160 |
| 93 | 1321 | 209 | 24 | 161 | 716 | 804 | 42 | 34 | NA | 1390 | 169 | 753 | 846 | 136 | 137 |
| 80 | 1381 | 211 | 28 | 148 | 626 | 832 | 42 | 50 | NA | 1462 | 157 | 663 | 881 | 156 | 163 |
| 82 | 1419 | 222 | 33 | 170 | 523 | 867 | 53 | 52 | NA | 1502 | 180 | 554 | 918 | 161 | 181 |
| 94 | 1462 | 227 | 26 | 176 | 455 | 758 | 35 | 38 | NA | 1538 | 185 | 479 | 797 | 134 | 145 |
| 78 | 1502 | 259 | 39 | 151 | 495 | 724 | 34 | 11 | NA | 1511 | 152 | 498 | 728 | 140 | 143 |
| 80 | 1341 | 202 | 22 | 180 | 502 | 939 | 35 | 16 | NA | 1341 | 180 | 502 | 939 | 139 | 168 |
| 79 | 1314 | 214 | 29 | 169 | 469 | 1102 | 59 | 36 | NA | 1314 | 169 | 469 | 1102 | 143 | 129 |
| 79 | 1386 | 208 | 22 | 164 | 500 | 1063 | 79 | 51 | NA | 1386 | 164 | 500 | 1063 | 118 | 149 |
| 81 | 1300 | 156 | 25 | 155 | 450 | 914 | 53 | 41 | NA | 1300 | 155 | 450 | 914 | 138 | 132 |
| 75 | 1282 | 213 | 35 | 131 | 413 | 984 | 53 | 65 | NA | 1282 | 131 | 413 | 984 | 115 | 138 |
| 87 | 1274 | 211 | 36 | 75 | 430 | 863 | 116 | 61 | NA | 1282 | 75 | 433 | 868 | 127 | 131 |
| 62 | 1280 | 174 | 24 | 120 | 538 | 912 | 86 | 37 | NA | 1288 | 121 | 541 | 918 | 143 | 154 |
| 76 | 1358 | 197 | 23 | 183 | 503 | 909 | 25 | 36 | NA | 1358 | 183 | 503 | 909 | 133 | 168 |
| 60 | 1303 | 200 | 20 | 109 | 467 | 868 | 57 | 37 | NA | 1303 | 109 | 467 | 868 | 116 | 159 |
| 75 | 1267 | 194 | 19 | 95 | 436 | 791 | 51 | 55 | NA | 1316 | 99 | 453 | 821 | 115 | 163 |
| 71 | 1429 | 205 | 29 | 158 | 471 | 793 | 60 | 68 | NA | 1429 | 158 | 471 | 793 | 138 | 174 |
| 77 | 1395 | 201 | 19 | 131 | 432 | 756 | 79 | 68 | NA | 1395 | 131 | 432 | 756 | 143 | 157 |
| 80 | 1436 | 205 | 25 | 156 | 535 | 680 | 108 | 91 | NA | 1463 | 159 | 545 | 693 | 137 | 159 |
| 83 | 1450 | 193 | 39 | 87 | 488 | 643 | 76 | 70 | NA | 1477 | 89 | 497 | 655 | 123 | 162 |
| 70 | 1426 | 227 | 46 | 108 | 497 | 711 | 65 | 64 | NA | 1453 | 110 | 506 | 724 | 123 | 145 |
| 82 | 1397 | 207 | 29 | 139 | 661 | 791 | 144 | 91 | NA | 1406 | 140 | 665 | 796 | 127 | 150 |
| 80 | 1536 | 224 | 41 | 90 | 625 | 633 | 119 | 59 | NA | 1555 | 91 | 633 | 641 | 106 | 145 |
| 82 | 1450 | 236 | 33 | 61 | 539 | 596 | 187 | 58 | NA | 2281 | 96 | 848 | 937 | 137 | 143 |
| 70 | 1451 | 249 | 31 | 86 | 605 | 691 | 109 | 71 | NA | 1451 | 86 | 605 | 691 | 122 | 174 |
| 75 | 1498 | 222 | 39 | 123 | 600 | 815 | 126 | 77 | NA | 1498 | 123 | 600 | 815 | 146 | 163 |
| 60 | 1465 | 254 | 31 | 116 | 492 | 817 | 132 | 72 | NA | 1465 | 116 | 492 | 817 | 141 | 161 |
| 84 | 1620 | 270 | 45 | 157 | 456 | 944 | 141 | 54 | NA | 1620 | 157 | 456 | 944 | 156 | 148 |
| 61 | 1476 | 267 | 30 | 187 | 489 | 977 | 140 | 54 | NA | 1476 | 187 | 489 | 977 | 152 | 128 |
| 78 | 1435 | 235 | 28 | 134 | 416 | 866 | 97 | 50 | NA | 1435 | 134 | 416 | 866 | 124 | 131 |
| 73 | 1340 | 221 | 26 | 127 | 499 | 934 | 74 | 51 | NA | 1340 | 127 | 499 | 934 | 118 | 126 |
| 77 | 1465 | 266 | 41 | 110 | 458 | 836 | 107 | 52 | NA | 1465 | 110 | 458 | 836 | 117 | 146 |
| 57 | 1390 | 236 | 26 | 79 | 449 | 888 | 84 | 58 | NA | 1390 | 79 | 449 | 888 | 142 | 150 |
| 76 | 1495 | 227 | 24 | 127 | 448 | 885 | 144 | 67 | NA | 1495 | 127 | 448 | 885 | 141 | 176 |
| 76 | 1547 | 264 | 31 | 141 | 488 | 843 | 159 | 55 | NA | 1547 | 141 | 488 | 843 | 148 | 174 |
| 95 | 1670 | 344 | 29 | 239 | 548 | 902 | 188 | 69 | NA | 2394 | 343 | 786 | 1293 | 129 | 171 |
| 113 | 1644 | 314 | 26 | 233 | 610 | 862 | 149 | 60 | NA | 1850 | 262 | 686 | 970 | 114 | 160 |
| 100 | 1675 | 337 | 23 | 219 | 675 | 849 | 161 | 50 | NA | 1685 | 220 | 679 | 854 | 125 | 157 |
| 87 | 1599 | 303 | 22 | 221 | 621 | 961 | 119 | 59 | NA | 1609 | 222 | 625 | 967 | 109 | 160 |
| 97 | 1629 | 309 | 32 | 209 | 743 | 1099 | 147 | 50 | NA | 1629 | 209 | 743 | 1099 | 106 | 153 |
| 90 | 1639 | 310 | 30 | 221 | 685 | 1057 | 113 | 34 | 51 | 1639 | 221 | 685 | 1057 | 72 | 149 |
| 91 | 1559 | 294 | 37 | 212 | 577 | 1076 | 79 | 41 | 69 | 1559 | 212 | 577 | 1076 | 107 | 137 |
| 74 | 1349 | 255 | 26 | 192 | 542 | 1000 | 52 | 37 | 56 | 1349 | 192 | 542 | 1000 | 113 | 161 |
| 68 | 1413 | 296 | 26 | 158 | 466 | 1062 | 86 | 61 | 62 | 1413 | 158 | 466 | 1062 | 126 | 178 |
| 80 | 1565 | 345 | 29 | 184 | 606 | 1009 | 94 | 55 | 78 | 1565 | 184 | 606 | 1009 | 106 | 152 |
| 93 | 1522 | 337 | 30 | 207 | 503 | 1093 | 62 | 36 | 54 | 1522 | 207 | 503 | 1093 | 106 | 156 |
| 78 | 1576 | 351 | 27 | 196 | 556 | 1204 | 55 | 23 | 54 | 1576 | 196 | 556 | 1204 | 118 | 165 |
| 69 | 1711 | 265 | 117 | 34 | 634 | 430 | 224 | NA | NA | 2132 | 42 | 790 | 536 | 663 | NA |
| 70 | 1464 | 201 | 112 | 42 | 595 | 715 | 357 | NA | NA | 1719 | 49 | 698 | 839 | 573 | NA |
| 96 | 1481 | 192 | 93 | 19 | 659 | 673 | 427 | NA | NA | 1790 | 23 | 797 | 814 | 475 | NA |
| 72 | 1316 | 182 | 72 | 24 | 626 | 627 | 331 | NA | NA | 1556 | 28 | 740 | 741 | 448 | NA |
| 48 | 1447 | 220 | 95 | 17 | 464 | 573 | 439 | NA | NA | 1789 | 21 | 574 | 709 | 712 | NA |
| 61 | 1321 | 157 | 72 | 15 | 387 | 686 | 433 | NA | NA | 1621 | 18 | 475 | 842 | 589 | NA |
| 54 | 1317 | 162 | 72 | 26 | 610 | 582 | 187 | NA | NA | 1616 | 32 | 749 | 714 | 497 | NA |
| 76 | 1508 | 213 | 103 | 26 | 605 | 541 | 282 | NA | NA | 1758 | 30 | 705 | 631 | 565 | NA |
| 101 | 1495 | 213 | 104 | 28 | 600 | 583 | 245 | NA | NA | 1625 | 30 | 652 | 634 | 441 | NA |
| 92 | 1804 | 281 | 124 | 41 | 673 | 290 | 319 | NA | NA | 2283 | 52 | 852 | 367 | 492 | NA |
| 85 | 1811 | 303 | 113 | 46 | 591 | 378 | 276 | NA | NA | 2274 | 58 | 742 | 475 | 432 | NA |
| 105 | 1773 | 242 | 83 | 36 | 588 | 450 | 233 | NA | NA | 2209 | 45 | 733 | 561 | 434 | NA |
| 101 | 1852 | 262 | 91 | 35 | 552 | 400 | 221 | NA | NA | 2344 | 44 | 699 | 506 | 354 | NA |
| 85 | 1699 | 237 | 109 | 20 | 538 | 425 | 224 | NA | NA | 2101 | 25 | 665 | 526 | 318 | NA |
| 88 | 1499 | 176 | 61 | 20 | 593 | 333 | 101 | NA | NA | 1630 | 22 | 645 | 362 | 322 | NA |
| 21 | 1402 | 149 | 53 | 13 | 304 | 295 | 134 | NA | NA | 1475 | 14 | 320 | 310 | 408 | NA |
| 77 | 1895 | 244 | 8 | 8 | 93 | 0 | NA | NA | NA | 5203 | 22 | 255 | 0 | 1225 | NA |
| 73 | 1685 | 206 | 31 | 0 | 58 | 0 | NA | NA | NA | 4074 | 0 | 140 | 0 | 931 | NA |
| 22 | 1383 | 127 | 30 | 10 | 102 | 339 | NA | NA | NA | 3447 | 25 | 254 | 845 | 1169 | 112 |
| 43 | 1549 | 205 | 97 | 17 | 222 | 313 | NA | NA | NA | 4402 | 48 | 631 | 890 | 1117 | 94 |
| 100 | 1698 | 181 | 59 | 14 | 157 | 381 | NA | NA | NA | 4585 | 38 | 424 | 1029 | 686 | 100 |
| 87 | 1646 | 257 | 107 | 16 | 134 | 419 | NA | NA | NA | 3333 | 32 | 271 | 848 | 863 | 97 |
| 43 | 1314 | 184 | 73 | 14 | 152 | 541 | NA | NA | NA | 2661 | 28 | 308 | 1096 | 865 | 99 |
| 67 | 1507 | 278 | 59 | 142 | 388 | 944 | 146 | 90 | NA | 1507 | 142 | 388 | 944 | 167 | 149 |
| 73 | 1520 | 285 | 54 | 173 | 523 | 1054 | 126 | 73 | NA | 2105 | 240 | 724 | 1459 | 116 | 162 |
| 87 | 1582 | 291 | 48 | 225 | 545 | 1061 | 141 | 66 | NA | 1780 | 253 | 613 | 1194 | 120 | 164 |
| 83 | 1607 | 297 | 37 | 221 | 527 | 1108 | 201 | 66 | NA | 1607 | 221 | 527 | 1108 | 149 | 167 |
| 83 | 1611 | 269 | 40 | 239 | 562 | 1060 | 137 | 65 | NA | 1611 | 239 | 562 | 1060 | 111 | 202 |
| 77 | 1640 | 333 | 36 | 183 | 469 | 949 | 67 | 47 | NA | 1640 | 183 | 469 | 949 | 102 | 193 |
| 72 | 1644 | 305 | 39 | 223 | 508 | 863 | 70 | 43 | NA | 1644 | 223 | 508 | 863 | 118 | 186 |
| 82 | 1664 | 320 | 53 | 161 | 601 | 907 | 131 | 61 | 42 | 1664 | 161 | 601 | 907 | 94 | 176 |
| 73 | 1663 | 324 | 61 | 213 | 511 | 1027 | 132 | 54 | 61 | 1663 | 213 | 511 | 1027 | 96 | 167 |
| 73 | 1508 | 283 | 41 | 152 | 497 | 1043 | 103 | 53 | 56 | 1508 | 152 | 497 | 1043 | 112 | 158 |
| 74 | 1472 | 330 | 31 | 198 | 619 | 1134 | 63 | 37 | 52 | 1472 | 198 | 619 | 1134 | 116 | 165 |
| 68 | 1531 | 331 | 34 | 202 | 568 | 1181 | 44 | 33 | 54 | 1531 | 202 | 568 | 1181 | 89 | 161 |
| 67 | 1477 | 280 | 34 | 150 | 509 | 1103 | 65 | 32 | 64 | 1477 | 150 | 509 | 1103 | 118 | 158 |
| 76 | 1504 | 325 | 54 | 157 | 561 | 1108 | 85 | 50 | 60 | 1504 | 157 | 561 | 1108 | 91 | 190 |
| 106 | 1585 | 182 | 97 | 40 | 227 | 744 | NA | NA | NA | 2445 | 62 | 350 | 1148 | 821 | NA |
| 73 | 1321 | 226 | 46 | 18 | 212 | 899 | NA | NA | NA | 2352 | 32 | 377 | 1600 | 817 | NA |
| 89 | 1564 | 216 | 96 | 35 | 456 | 415 | 245 | NA | NA | 1877 | 42 | 547 | 498 | 492 | 152 |
| 77 | 1464 | 193 | 108 | 14 | 348 | 627 | 152 | NA | NA | 1744 | 17 | 415 | 747 | 335 | 98 |
| 66 | 1312 | 164 | 74 | 12 | 367 | 677 | 119 | NA | NA | 1398 | 13 | 391 | 722 | 291 | 98 |
| 84 | 1280 | 201 | 57 | 14 | 397 | NA | 137 | NA | NA | 1355 | 15 | 420 | NA | 280 | 85 |
| 77 | 1299 | 167 | 70 | 11 | 362 | NA | 224 | NA | NA | 1412 | 12 | 394 | NA | 282 | 94 |
| 95 | 1426 | 211 | 91 | 20 | 339 | NA | 175 | NA | NA | 1510 | 21 | 359 | NA | 316 | 101 |
| 94 | 1624 | 242 | 101 | 32 | 495 | NA | 290 | NA | NA | 1708 | 34 | 521 | NA | 328 | 82 |
| 73 | 1457 | 200 | 91 | 20 | 561 | NA | 286 | NA | NA | 1543 | 21 | 594 | NA | 349 | 96 |
| 70 | 1423 | 191 | 107 | 25 | 525 | 530 | 231 | NA | NA | 1507 | 26 | 556 | 561 | 314 | 111 |
| 85 | 1396 | 206 | 89 | 26 | 590 | 569 | 223 | 163 | NA | 1478 | 28 | 625 | 602 | 302 | 107 |
| 92 | 1442 | 212 | 101 | 18 | 573 | 556 | 200 | NA | NA | 1517 | 19 | 603 | 585 | 222 | 116 |
| 83 | 1394 | 216 | 82 | 26 | 511 | 504 | 173 | NA | NA | 1476 | 28 | 541 | 534 | 248 | 101 |
| 71 | 1367 | 181 | 72 | 17 | 581 | 489 | 158 | NA | NA | 1758 | 22 | 747 | 629 | 273 | 99 |
| 93 | 1526 | 257 | 97 | 27 | 496 | 494 | 140 | NA | NA | 1766 | 31 | 574 | 572 | 237 | 94 |
| 64 | 1481 | 240 | 76 | 32 | 504 | 411 | 80 | 69 | NA | 1558 | 34 | 530 | 432 | 241 | 100 |
| 83 | 1726 | 263 | 92 | 57 | 558 | 398 | 82 | 64 | NA | 1816 | 60 | 587 | 419 | 202 | 142 |
| 87 | 1661 | 284 | 73 | 43 | 627 | 405 | 92 | 65 | NA | 1747 | 45 | 660 | 426 | 210 | 108 |
| 90 | 1687 | 331 | 80 | 37 | 639 | 421 | 105 | 80 | NA | 1775 | 39 | 672 | 443 | 196 | 149 |
| 85 | 1705 | 291 | 88 | 53 | 673 | 406 | 102 | 66 | NA | 1794 | 56 | 708 | 427 | 180 | 150 |
| 72 | 1553 | 279 | 102 | 65 | 493 | 461 | 119 | 81 | NA | 1634 | 68 | 519 | 485 | 223 | 147 |
| 74 | 1758 | 357 | 102 | 116 | 548 | 522 | 100 | 76 | NA | 1849 | 122 | 576 | 549 | 255 | 157 |
| 79 | 1582 | 313 | 95 | 86 | 485 | 534 | 103 | 74 | NA | 1664 | 90 | 510 | 562 | 198 | 164 |
| 64 | 1532 | 307 | 73 | 45 | 505 | 492 | 123 | 79 | NA | 1612 | 47 | 531 | 518 | 232 | 146 |
| 82 | 1587 | 312 | 86 | 86 | 521 | 561 | 111 | 53 | NA | 1703 | 92 | 559 | 602 | 200 | 165 |
| 106 | 1729 | 367 | 56 | 78 | 672 | 555 | 131 | 58 | NA | 1819 | 82 | 707 | 584 | 164 | 158 |
| 100 | 1688 | 323 | 89 | 114 | 673 | 489 | 75 | 48 | NA | 1811 | 122 | 722 | 525 | 135 | 165 |
| 87 | 1723 | 343 | 58 | 99 | 673 | 486 | 77 | 52 | NA | 1813 | 104 | 708 | 511 | 162 | 167 |
| 94 | 1695 | 325 | 65 | 158 | 690 | 748 | 94 | 47 | NA | 1783 | 166 | 726 | 787 | 155 | 157 |
| 88 | 1508 | 230 | 55 | 144 | 729 | 611 | 80 | 43 | NA | 1586 | 151 | 767 | 643 | 155 | 181 |
| 85 | 1564 | 291 | 70 | 130 | 652 | 623 | 93 | 40 | NA | 1645 | 137 | 686 | 655 | 208 | 155 |
| 95 | 1629 | 328 | 68 | 141 | 698 | 585 | 69 | 41 | NA | 1714 | 148 | 734 | 615 | 204 | 122 |
| 79 | 1485 | 260 | 58 | 85 | 633 | 614 | 45 | 29 | NA | 1562 | 89 | 666 | 646 | 196 | 136 |
| 82 | 1474 | 210 | 49 | 81 | 508 | 582 | 42 | 45 | NA | 1551 | 85 | 534 | 612 | 186 | 137 |
| 93 | 1478 | 231 | 46 | 63 | 560 | 526 | 64 | 58 | NA | 1555 | 66 | 589 | 553 | 200 | 194 |
| 93 | 1424 | 240 | 50 | 82 | 547 | 564 | 64 | 57 | NA | 1508 | 87 | 579 | 597 | 167 | 183 |
| 97 | 1444 | 223 | 43 | 114 | 654 | 648 | 68 | 43 | NA | 1519 | 120 | 688 | 682 | 163 | 145 |
| 89 | 1434 | 246 | 44 | 108 | 802 | 594 | 55 | 63 | NA | 1508 | 114 | 844 | 625 | 163 | 149 |
| 82 | 1469 | 230 | 61 | 82 | 706 | 530 | 23 | 34 | NA | 1545 | 86 | 743 | 558 | 163 | 150 |
| 92 | 1478 | 226 | 54 | 93 | 790 | 528 | 41 | 55 | NA | 1555 | 98 | 831 | 555 | 139 | 183 |
| 100 | 1597 | 300 | 53 | 120 | 760 | 505 | 24 | 42 | NA | 1680 | 126 | 799 | 531 | 126 | 204 |
| 77 | 1486 | 243 | 37 | 109 | 598 | 552 | 39 | 36 | NA | 1563 | 115 | 629 | 581 | 171 | 175 |
| 53 | 1344 | 200 | 39 | 108 | 582 | 636 | 28 | 40 | NA | 1414 | 114 | 612 | 669 | 157 | 153 |
| 72 | 1421 | 226 | 43 | 95 | 518 | 634 | 50 | 46 | NA | 1495 | 100 | 545 | 667 | 134 | 138 |
| 83 | 1480 | 222 | 40 | 137 | 674 | 613 | 43 | 23 | NA | 1557 | 144 | 709 | 645 | 146 | 167 |
| 86 | 1572 | 220 | 53 | 158 | 677 | 650 | 45 | 27 | NA | 1654 | 166 | 712 | 684 | 147 | 159 |
| 82 | 1447 | 236 | 39 | 122 | 530 | 676 | 38 | 49 | NA | 1522 | 128 | 558 | 711 | 127 | 159 |
| 81 | 1456 | 241 | 43 | 115 | 487 | 713 | 50 | 34 | NA | 1532 | 121 | 512 | 750 | 112 | 147 |
| 75 | 1308 | 198 | 36 | 158 | 669 | 766 | 69 | 34 | NA | 1376 | 166 | 704 | 806 | 144 | 145 |
| 101 | 1481 | 215 | 53 | 180 | 673 | 867 | 98 | 36 | NA | 1481 | 180 | 673 | 867 | 146 | 147 |
| 86 | 1360 | 192 | 36 | 210 | 655 | 900 | 69 | 21 | NA | 1368 | 211 | 659 | 906 | 157 | 115 |
| 79 | 1388 | 195 | 36 | 148 | 592 | 908 | 73 | 32 | NA | 1388 | 148 | 592 | 908 | 113 | 124 |
| 85 | 1394 | 199 | 57 | 157 | 517 | 912 | 60 | 27 | NA | 1394 | 157 | 517 | 912 | 109 | 137 |
| 89 | 1278 | 190 | 27 | 162 | 554 | 952 | 57 | 41 | NA | 1278 | 162 | 554 | 952 | 114 | 126 |
| 88 | 1383 | 224 | 45 | 179 | 551 | 987 | 41 | 34 | NA | 1383 | 179 | 551 | 987 | 117 | 142 |
| 91 | 1315 | 192 | 36 | 152 | 626 | 994 | 37 | 21 | NA | 1315 | 152 | 626 | 994 | 130 | 126 |
| 103 | 1292 | 190 | 39 | 185 | 521 | 964 | 26 | 32 | NA | 1292 | 185 | 521 | 964 | 101 | 133 |
| 90 | 1316 | 188 | 29 | 182 | 578 | 922 | 35 | 28 | NA | 1316 | 182 | 578 | 922 | 126 | 130 |
| 79 | 1282 | 207 | 38 | 148 | 656 | 825 | 29 | 30 | NA | 1282 | 148 | 656 | 825 | 132 | 142 |
| 91 | 1399 | 214 | 38 | 179 | 540 | 854 | 35 | 43 | NA | 1399 | 179 | 540 | 854 | 106 | 156 |
| 89 | 1252 | 186 | 33 | 127 | 502 | 824 | 18 | 22 | NA | 1300 | 132 | 521 | 856 | 100 | 142 |
| 85 | 1400 | 213 | 32 | 157 | 509 | 722 | 28 | 30 | NA | 1400 | 157 | 509 | 722 | 112 | 144 |
| 72 | 1375 | 200 | 35 | 131 | 436 | 784 | 67 | 38 | NA | 1375 | 131 | 436 | 784 | 158 | 155 |
| 58 | 1363 | 174 | 40 | 127 | 390 | 888 | 64 | 58 | NA | 1389 | 129 | 397 | 905 | 176 | 144 |
| 74 | 1410 | 208 | 38 | 102 | 453 | 735 | 108 | 59 | NA | 1419 | 103 | 456 | 740 | 169 | 162 |
| 74 | 1480 | 228 | 45 | 166 | 452 | 764 | 60 | 46 | NA | 1480 | 166 | 452 | 764 | 140 | 153 |
| 86 | 1520 | 218 | 34 | 129 | 563 | 695 | 90 | 38 | NA | 1520 | 129 | 563 | 695 | 117 | 177 |
| 86 | 1455 | 222 | 35 | 165 | 579 | 819 | 177 | 87 | NA | 1464 | 166 | 583 | 824 | 121 | 185 |
| 84 | 1543 | 232 | 53 | 143 | 645 | 844 | 75 | 68 | NA | 1543 | 143 | 645 | 844 | 129 | 165 |
| 89 | 1370 | 220 | 43 | 97 | 600 | 743 | 91 | 55 | NA | 2036 | 144 | 892 | 1104 | 97 | 162 |
| 83 | 1489 | 237 | 40 | 177 | 470 | 807 | 93 | 66 | NA | 1489 | 177 | 470 | 807 | 115 | 165 |
| 92 | 1530 | 283 | 53 | 156 | 508 | 831 | 93 | 53 | NA | 1530 | 156 | 508 | 831 | 124 | 142 |
| 104 | 1529 | 254 | 46 | 187 | 602 | 941 | 106 | 68 | NA | 1529 | 187 | 602 | 941 | 124 | 162 |
| 85 | 1422 | 256 | 45 | 203 | 529 | 932 | 75 | 41 | NA | 1431 | 204 | 532 | 938 | 142 | 153 |
| 87 | 1447 | 234 | 30 | 198 | 613 | 885 | 138 | 58 | NA | 1447 | 198 | 613 | 885 | 108 | 163 |
| 98 | 1535 | 274 | 32 | 225 | 653 | 913 | 106 | 50 | NA | 1535 | 225 | 653 | 913 | 122 | 147 |
| 88 | 1358 | 213 | 28 | 143 | 588 | 841 | 87 | 42 | NA | 1358 | 143 | 588 | 841 | 109 | 129 |
| 59 | 1315 | 198 | 24 | 116 | 585 | 899 | 103 | 50 | NA | 1315 | 116 | 585 | 899 | 130 | 153 |
| 79 | 1418 | 241 | 32 | 172 | 634 | 952 | 82 | 57 | NA | 1418 | 172 | 634 | 952 | 131 | 178 |
| 84 | 1372 | 259 | 26 | 209 | 699 | 1185 | 109 | 47 | NA | 1372 | 209 | 699 | 1185 | 104 | 171 |
| 75 | 1411 | 256 | 16 | 182 | 675 | 1055 | 66 | 45 | NA | 1411 | 182 | 675 | 1055 | 116 | 164 |
| 85 | 1546 | 282 | 38 | 178 | 765 | 1122 | 104 | 63 | NA | 1546 | 178 | 765 | 1122 | 132 | 148 |
| 75 | 1476 | 304 | 35 | 227 | 733 | 1264 | 65 | 46 | NA | 2079 | 320 | 1033 | 1781 | 116 | 127 |
| 68 | 1355 | 257 | 33 | 179 | 620 | 1110 | 82 | 41 | NA | 1524 | 201 | 698 | 1249 | 119 | 161 |
| 79 | 1415 | 268 | 32 | 176 | 578 | 1164 | 161 | 72 | NA | 1415 | 176 | 578 | 1164 | 91 | 146 |
| 65 | 1494 | 306 | 29 | 165 | 455 | 1070 | 122 | 62 | NA | 1494 | 165 | 455 | 1070 | 115 | 164 |
| 69 | 1442 | 291 | 34 | 213 | 461 | 1056 | 109 | 70 | NA | 1451 | 214 | 464 | 1063 | 107 | 156 |
| 79 | 1553 | 307 | 41 | 177 | 562 | 982 | 83 | 38 | 43 | 1553 | 177 | 562 | 982 | 105 | 171 |
| 66 | 1439 | 291 | 60 | 139 | 466 | 972 | 133 | 61 | 51 | 1439 | 139 | 466 | 972 | 131 | 165 |
| 55 | 1348 | 267 | 37 | 125 | 365 | 1041 | 65 | 44 | 64 | 1356 | 126 | 367 | 1047 | 143 | 149 |
| 43 | 1312 | 201 | 39 | 153 | 443 | 1099 | 98 | 63 | 47 | 1312 | 153 | 443 | 1099 | 138 | 194 |
| 72 | 1531 | 284 | 54 | 201 | 518 | 1144 | 86 | 50 | 50 | 1531 | 201 | 518 | 1144 | 144 | 160 |
| 71 | 1521 | 283 | 45 | 168 | 384 | 1038 | 66 | 28 | 53 | 1521 | 168 | 384 | 1038 | 110 | 171 |
| 95 | 1548 | 294 | 40 | 203 | 430 | 1133 | 60 | 40 | 45 | 1548 | 203 | 430 | 1133 | 106 | 162 |
| 82 | 1413 | 228 | 86 | 37 | 238 | 601 | NA | NA | NA | 2758 | 72 | 465 | 1173 | 736 | 86 |
| 66 | 1539 | 271 | 79 | 21 | 274 | 625 | NA | NA | NA | 2544 | 35 | 453 | 1033 | 734 | NA |
| 62 | 1376 | 224 | 99 | 38 | 324 | 677 | NA | NA | NA | 2064 | 57 | 486 | 1016 | 668 | NA |
| 115 | 1660 | 232 | 107 | 70 | 493 | 561 | 256 | NA | NA | 2186 | 92 | 649 | 739 | 491 | NA |
| 103 | 1834 | 278 | 165 | 72 | 460 | 337 | 349 | NA | NA | 2396 | 94 | 601 | 440 | 502 | NA |
| 84 | 1577 | 219 | 89 | 63 | 380 | 490 | 239 | NA | NA | 1950 | 78 | 470 | 606 | 573 | NA |
| 17 | 1313 | 145 | 34 | 0 | 78 | 162 | 45 | 22 | NA | 7335 | 0 | 436 | 905 | 1553 | NA |
| 64 | 1356 | 197 | 31 | 94 | 498 | 1054 | 117 | 56 | NA | 1356 | 94 | 498 | 1054 | 122 | 130 |
| 72 | 1469 | 254 | 34 | 132 | 492 | 1051 | 92 | 37 | NA | 2069 | 186 | 693 | 1481 | 134 | 156 |
| 76 | 1448 | 242 | 33 | 163 | 586 | 1038 | 148 | 60 | NA | 1640 | 185 | 664 | 1176 | 130 | 162 |
| 80 | 1413 | 240 | 30 | 150 | 553 | 1122 | 99 | 46 | NA | 1413 | 150 | 553 | 1122 | 111 | 187 |
| 92 | 1410 | 272 | 28 | 136 | 686 | 1074 | 115 | 58 | NA | 1410 | 136 | 686 | 1074 | 119 | 167 |
| 54 | 1381 | 277 | 36 | 114 | 525 | 1120 | 115 | 57 | NA | 1381 | 114 | 525 | 1120 | 129 | 177 |
| 64 | 1465 | 266 | 44 | 128 | 479 | 1145 | 92 | 46 | NA | 1465 | 128 | 479 | 1145 | 127 | 150 |
| 79 | 1450 | 276 | 29 | 161 | 543 | 1191 | 169 | 55 | 60 | 1459 | 162 | 546 | 1198 | 126 | 145 |
| 79 | 1433 | 280 | 32 | 146 | 595 | 1130 | 177 | 73 | 61 | 1433 | 146 | 595 | 1130 | 106 | 163 |
| 91 | 1459 | 292 | 44 | 157 | 515 | 978 | 150 | 74 | 57 | 1459 | 157 | 515 | 978 | 78 | 162 |
| 83 | 1447 | 275 | 32 | 148 | 499 | 968 | 96 | 43 | 58 | 1447 | 148 | 499 | 968 | 86 | 153 |
| 83 | 1499 | 306 | 32 | 128 | 512 | 918 | 96 | 38 | 67 | 1499 | 128 | 512 | 918 | 103 | 177 |
| 78 | 1454 | 309 | 42 | 182 | 497 | 1249 | 110 | 58 | 74 | 1454 | 182 | 497 | 1249 | 126 | 166 |
| 112 | 1694 | 229 | 52 | 5 | 93 | 186 | NA | NA | NA | 4036 | 12 | 222 | 443 | 803 | 64 |
| 87 | 1779 | 176 | 87 | 11 | 84 | 271 | NA | NA | NA | 4969 | 31 | 235 | 757 | 874 | 89 |
| 49 | 1794 | 281 | 58 | 6 | 79 | 0 | NA | NA | NA | 5484 | 18 | 241 | 0 | 1531 | NA |
| 107 | 1725 | 194 | 67 | 4 | 79 | 0 | NA | NA | NA | 3408 | 8 | 156 | 0 | 853 | NA |
| 65 | 1387 | 172 | 48 | 106 | 499 | 816 | 43 | 30 | NA | 1404 | 107 | 505 | 826 | 175 | 151 |
| 66 | 1184 | 170 | 39 | 62 | 456 | 938 | 39 | 30 | NA | 1184 | 62 | 456 | 938 | 162 | 100 |
| 66 | 1214 | 162 | 41 | 70 | 381 | 872 | 40 | 48 | NA | 1214 | 70 | 381 | 872 | 149 | 124 |
| 65 | 1299 | 188 | 42 | 97 | 502 | 877 | 90 | 37 | NA | 1299 | 97 | 502 | 877 | 166 | 130 |
| 72 | 1405 | 203 | 35 | 112 | 491 | 885 | 90 | 47 | NA | 1405 | 112 | 491 | 885 | 174 | 126 |
| 69 | 1372 | 259 | 46 | 93 | 537 | 934 | 88 | 38 | NA | 1372 | 93 | 537 | 934 | 157 | 120 |
| 72 | 1233 | 205 | 28 | 66 | 479 | 988 | 44 | 51 | NA | 1233 | 66 | 479 | 988 | 152 | 129 |
| 81 | 1284 | 208 | 40 | 104 | 699 | 972 | 101 | 58 | NA | 1284 | 104 | 699 | 972 | 150 | 136 |
| 79 | 1446 | 250 | 47 | 129 | 598 | 911 | 114 | 41 | NA | 1446 | 129 | 598 | 911 | 138 | 144 |
| 79 | 1319 | 230 | 52 | 71 | 478 | 888 | 101 | 51 | NA | 1319 | 71 | 478 | 888 | 104 | 152 |
| 89 | 1439 | 247 | 40 | 142 | 555 | 960 | 118 | 59 | NA | 1524 | 150 | 588 | 1016 | 121 | 160 |
| 82 | 1391 | 216 | 35 | 134 | 469 | 962 | 92 | 48 | NA | 1391 | 134 | 469 | 962 | 112 | 140 |
| 81 | 1441 | 222 | 41 | 110 | 471 | 864 | 108 | 65 | NA | 1441 | 110 | 471 | 864 | 108 | 161 |
| 64 | 1410 | 219 | 54 | 85 | 526 | 767 | 134 | 62 | NA | 1419 | 86 | 529 | 772 | 138 | 167 |
| 80 | 1401 | 195 | 50 | 66 | 530 | 719 | 150 | 57 | NA | 1401 | 66 | 530 | 719 | 140 | 155 |
| 81 | 1405 | 263 | 60 | 114 | 515 | 839 | 187 | 72 | NA | 1405 | 114 | 515 | 839 | 142 | 136 |
| 74 | 1408 | 231 | 45 | 70 | 434 | 743 | 178 | 59 | NA | 1408 | 70 | 434 | 743 | 132 | 109 |
| 89 | 1382 | 224 | 52 | 49 | 461 | 745 | 190 | 95 | NA | 1382 | 49 | 461 | 745 | 137 | 146 |
| 92 | 1446 | 230 | 67 | 75 | 537 | 750 | 193 | 74 | NA | 1437 | 75 | 534 | 745 | 139 | 144 |
| 90 | 1396 | 236 | 52 | 66 | 501 | 719 | 119 | 63 | NA | 2056 | 97 | 738 | 1059 | 128 | 119 |
| 77 | 1342 | 236 | 48 | 74 | 435 | 830 | 140 | 61 | NA | 1342 | 74 | 435 | 830 | 136 | 154 |
| 85 | 1412 | 239 | 60 | 97 | 517 | 869 | 164 | 95 | NA | 1412 | 97 | 517 | 869 | 147 | 165 |
| 80 | 1465 | 222 | 67 | 79 | 494 | 837 | 105 | 61 | NA | 1465 | 79 | 494 | 837 | 133 | 160 |
| 83 | 1457 | 261 | 42 | 121 | 477 | 873 | 96 | 56 | NA | 1457 | 121 | 477 | 873 | 152 | 159 |
| 96 | 1388 | 244 | 32 | 125 | 536 | 916 | 163 | 75 | NA | 1388 | 125 | 536 | 916 | 130 | 108 |
| 76 | 1386 | 238 | 28 | 122 | 526 | 936 | 162 | 46 | NA | 1386 | 122 | 526 | 936 | 115 | 113 |
| 82 | 1338 | 239 | 31 | 96 | 474 | 840 | 198 | 71 | NA | 1338 | 96 | 474 | 840 | 138 | 124 |
| 86 | 1316 | 239 | 28 | 97 | 530 | 860 | 144 | 62 | NA | 1316 | 97 | 530 | 860 | 140 | 121 |
| 75 | 1301 | 209 | 32 | 94 | 548 | 997 | 179 | 83 | NA | 1301 | 94 | 548 | 997 | 131 | 124 |
| 65 | 1345 | 240 | 43 | 79 | 502 | 1027 | 125 | 68 | NA | 1345 | 79 | 502 | 1027 | 161 | 129 |
| 81 | 1350 | 255 | 38 | 96 | 506 | 1025 | 139 | 54 | NA | 1350 | 96 | 506 | 1025 | 112 | 125 |
| 85 | 1459 | 288 | 37 | 138 | 497 | 911 | 103 | 60 | NA | 1459 | 138 | 497 | 911 | 125 | 141 |
| 93 | 1548 | 355 | 35 | 169 | 555 | 1011 | 175 | 62 | NA | 2181 | 238 | 782 | 1424 | 101 | 155 |
| 86 | 1578 | 293 | 25 | 123 | 637 | 1116 | 198 | 68 | NA | 1775 | 138 | 717 | 1256 | 136 | 135 |
| 82 | 1445 | 297 | 29 | 129 | 554 | 1057 | 180 | 63 | NA | 1445 | 129 | 554 | 1057 | 138 | 130 |
| 84 | 1427 | 314 | 40 | 133 | 633 | 1085 | 171 | 74 | NA | 1427 | 133 | 633 | 1085 | 131 | 169 |
| 102 | 1578 | 326 | 28 | 166 | 621 | 1122 | 155 | 51 | NA | 1578 | 166 | 621 | 1122 | 108 | 144 |
| 97 | 1463 | 293 | 23 | 168 | 728 | 1138 | 166 | 75 | NA | 1463 | 168 | 728 | 1138 | 106 | 168 |
| 72 | 1547 | 289 | 36 | 249 | 673 | 1129 | 114 | 52 | 83 | 1547 | 249 | 673 | 1129 | 133 | 149 |
| 93 | 1500 | 313 | 29 | 208 | 581 | 1119 | 64 | 49 | 89 | 1500 | 208 | 581 | 1119 | 110 | 138 |
| 84 | 1441 | 291 | 32 | 167 | 589 | 1120 | 71 | 27 | 59 | 1441 | 167 | 589 | 1120 | 83 | 149 |
| 87 | 1466 | 308 | 30 | 191 | 557 | 1021 | 66 | 30 | 81 | 1466 | 191 | 557 | 1021 | 95 | 149 |
| 89 | 1400 | 281 | 32 | 161 | 481 | 1037 | 115 | 44 | 72 | 1400 | 161 | 481 | 1037 | 89 | 146 |
| 82 | 1407 | 275 | 27 | 174 | 585 | 1076 | 79 | 36 | 73 | 1407 | 174 | 585 | 1076 | 80 | 164 |
| 65 | 1463 | 205 | 41 | 8 | 173 | 532 | NA | NA | NA | 3950 | 22 | 467 | 1436 | 783 | 100 |
| 44 | 1347 | 195 | 94 | 30 | 189 | 848 | NA | NA | NA | 2039 | 45 | 286 | 1284 | 780 | NA |
| 48 | 1389 | 208 | 90 | 42 | 386 | 487 | 429 | NA | NA | 1786 | 54 | 496 | 626 | 616 | NA |
| 60 | 1320 | 216 | 40 | 41 | 283 | 590 | 420 | NA | NA | 1584 | 49 | 340 | 708 | 539 | NA |
| 71 | 1639 | 276 | 42 | 75 | 456 | 540 | 305 | NA | NA | 1981 | 91 | 551 | 653 | 507 | NA |
| 53 | 1227 | 174 | 75 | 23 | 353 | 741 | 315 | NA | NA | 1506 | 28 | 433 | 909 | 622 | NA |
| 65 | 1485 | 192 | 90 | 21 | 508 | 740 | 558 | NA | NA | 1756 | 25 | 601 | 875 | 722 | NA |
| 72 | 1469 | 242 | 83 | 42 | 428 | 666 | 183 | NA | NA | 1576 | 45 | 459 | 715 | 299 | 145 |
| 86 | 1277 | 212 | 70 | 30 | 390 | 533 | 152 | NA | NA | 1352 | 32 | 413 | 564 | 260 | 102 |
| 69 | 1311 | 179 | 32 | 98 | 522 | 901 | 129 | 70 | NA | 1311 | 98 | 522 | 901 | 156 | 114 |
| 65 | 1341 | 202 | 41 | 97 | 514 | 958 | 97 | 53 | NA | 1341 | 97 | 514 | 958 | 152 | 162 |
| 86 | 1331 | 226 | 40 | 80 | 493 | 824 | 131 | 46 | NA | 1339 | 80 | 496 | 829 | 133 | 179 |
| 80 | 1385 | 231 | 27 | 82 | 562 | 748 | 89 | 46 | NA | 1457 | 86 | 591 | 787 | 122 | 173 |
| 88 | 1440 | 239 | 40 | 114 | 644 | 696 | 105 | 69 | NA | 1440 | 114 | 644 | 696 | 167 | 192 |
| 77 | 1448 | 232 | 42 | 89 | 550 | 768 | 146 | 76 | NA | 1448 | 89 | 550 | 768 | 152 | 166 |
| 90 | 1490 | 259 | 57 | 65 | 484 | 650 | 218 | 106 | NA | 1490 | 65 | 484 | 650 | 139 | 147 |
| 102 | 1549 | 299 | 77 | 146 | 522 | 687 | 170 | 87 | NA | 1549 | 146 | 522 | 687 | 137 | 145 |
| 85 | 1596 | 286 | 79 | 116 | 528 | 675 | 207 | 76 | NA | 1596 | 116 | 528 | 675 | 146 | 160 |
| 79 | 1497 | 266 | 46 | 96 | 473 | 659 | 157 | 83 | NA | 2355 | 151 | 744 | 1036 | 113 | 148 |
| 79 | 1515 | 273 | 54 | 109 | 397 | 722 | 182 | 47 | NA | 1515 | 109 | 397 | 722 | 164 | 178 |
| 91 | 1384 | 261 | 49 | 154 | 473 | 840 | 128 | 48 | NA | 1384 | 154 | 473 | 840 | 127 | 160 |
| 76 | 1403 | 264 | 45 | 137 | 474 | 919 | 97 | 46 | NA | 1403 | 137 | 474 | 919 | 123 | 153 |
| 83 | 1443 | 239 | 40 | 168 | 523 | 1034 | 125 | 43 | NA | 1443 | 168 | 523 | 1034 | 131 | 151 |
| 85 | 1428 | 277 | 40 | 122 | 489 | 950 | 138 | 54 | NA | 1437 | 123 | 492 | 956 | 125 | 148 |
| 92 | 1428 | 227 | 41 | 101 | 554 | 897 | 154 | 51 | NA | 1428 | 101 | 554 | 897 | 111 | 139 |
| 82 | 1475 | 290 | 41 | 117 | 523 | 969 | 119 | 68 | NA | 1475 | 117 | 523 | 969 | 125 | 141 |
| 72 | 1411 | 284 | 42 | 75 | 439 | 741 | 131 | 71 | NA | 1411 | 75 | 439 | 741 | 122 | 164 |
| 84 | 1455 | 294 | 35 | 125 | 428 | 936 | 100 | 75 | NA | 1455 | 125 | 428 | 936 | 96 | 150 |
| 90 | 1481 | 297 | 54 | 141 | 530 | 983 | 197 | 87 | NA | 2086 | 199 | 747 | 1385 | 113 | 144 |
| 79 | 1434 | 270 | 39 | 134 | 534 | 955 | 135 | 60 | NA | 1613 | 151 | 601 | 1074 | 101 | 189 |
| 75 | 1486 | 288 | 38 | 124 | 532 | 949 | 196 | 86 | NA | 1495 | 125 | 535 | 955 | 112 | 185 |
| 67 | 1487 | 258 | 35 | 159 | 564 | 1068 | 131 | 66 | NA | 1496 | 160 | 568 | 1075 | 89 | 169 |
| 72 | 1468 | 276 | 40 | 135 | 478 | 990 | 136 | 50 | NA | 1477 | 136 | 481 | 996 | 126 | 173 |
| 77 | 1644 | 281 | 27 | 150 | 511 | 840 | 121 | 35 | 48 | 1644 | 150 | 511 | 840 | 102 | 185 |
| 65 | 1503 | 277 | 37 | 152 | 406 | 898 | 100 | 42 | 44 | 1503 | 152 | 406 | 898 | 117 | 204 |
| 83 | 1526 | 288 | 39 | 162 | 476 | 926 | 120 | 42 | 75 | 1526 | 162 | 476 | 926 | 108 | 143 |
| 58 | 1432 | 261 | 29 | 150 | 461 | 1057 | 67 | 48 | 76 | 1432 | 150 | 461 | 1057 | 131 | 169 |
| 62 | 1515 | 335 | 37 | 124 | 474 | 1040 | 65 | 34 | 64 | 1515 | 124 | 474 | 1040 | 98 | 189 |
| 33 | 1142 | 213 | 31 | 12 | 252 | 1085 | NA | NA | NA | 2342 | 25 | 517 | 2225 | 1066 | NA |
| 60 | 1518 | 162 | 68 | 17 | 281 | 77 | 136 | NA | NA | 12943 | 145 | 2396 | 657 | 1390 | NA |
| 62 | 1316 | 174 | 73 | 25 | 279 | 650 | NA | NA | NA | 2050 | 39 | 435 | 1013 | 791 | NA |
| 77 | 1397 | 175 | 94 | 20 | 344 | 469 | NA | NA | NA | 2021 | 29 | 498 | 678 | 631 | NA |
| 90 | 1491 | 232 | 95 | 19 | 512 | 618 | 293 | NA | NA | 1763 | 22 | 605 | 731 | 721 | NA |
| 73 | 1549 | 242 | 99 | 30 | 551 | 441 | 494 | NA | NA | 1873 | 36 | 666 | 533 | 679 | NA |
| 110 | 1496 | 222 | 93 | 56 | 650 | 474 | 460 | NA | NA | 1769 | 66 | 769 | 560 | 498 | NA |
| 108 | 1464 | 231 | 94 | 54 | 649 | 453 | 438 | NA | NA | 1839 | 68 | 815 | 569 | 401 | NA |
| 72 | 1458 | 236 | 82 | 27 | 549 | 514 | 398 | NA | NA | 1724 | 32 | 649 | 608 | 511 | NA |
| 100 | 1514 | 193 | 110 | 32 | 662 | 532 | 430 | NA | NA | 1593 | 34 | 696 | 560 | 419 | NA |
| 82 | 1519 | 219 | 105 | 57 | 599 | 375 | 270 | NA | NA | 1922 | 72 | 758 | 475 | 487 | NA |
| 87 | 1864 | 282 | 161 | 52 | 576 | 364 | 349 | NA | NA | 2305 | 64 | 712 | 450 | 482 | NA |
| 88 | 1645 | 234 | 95 | 48 | 491 | 393 | 226 | NA | NA | 2034 | 59 | 607 | 486 | 402 | NA |
| 72 | 1598 | 215 | 108 | 35 | 425 | 333 | 245 | NA | NA | 1976 | 43 | 526 | 412 | 367 | NA |
| 75 | 1648 | 248 | 88 | 29 | 431 | 313 | 230 | NA | NA | 2023 | 36 | 529 | 384 | 447 | NA |
| 60 | 1468 | 174 | 74 | 19 | 366 | 351 | 145 | NA | NA | 1640 | 21 | 409 | 392 | 373 | NA |
| 98 | 1695 | 237 | 96 | 31 | 501 | 324 | 326 | NA | NA | 2019 | 37 | 597 | 386 | 361 | 122 |
| 94 | 1666 | 245 | 111 | 38 | 372 | 535 | 212 | NA | NA | 1985 | 45 | 443 | 637 | 335 | 118 |
| 88 | 1458 | 173 | 58 | 22 | 374 | 574 | 170 | NA | NA | 1712 | 26 | 439 | 674 | 323 | 93 |
| 83 | 1431 | 211 | 67 | 18 | 622 | NA | 325 | NA | NA | 1705 | 21 | 741 | NA | 338 | 117 |
| 51 | 1338 | 164 | 64 | 31 | 349 | NA | 198 | NA | NA | 1426 | 33 | 372 | NA | 435 | 108 |
| 70 | 1232 | 150 | 72 | 27 | 414 | NA | 187 | NA | NA | 1313 | 29 | 441 | NA | 302 | 78 |
| 58 | 1225 | 186 | 62 | 17 | 349 | NA | 149 | NA | NA | 1297 | 18 | 370 | NA | 292 | 91 |
| 69 | 1294 | 163 | 77 | 30 | 459 | 738 | 199 | NA | NA | 1398 | 32 | 496 | 797 | 262 | 121 |
| 61 | 1458 | 233 | 77 | 34 | 519 | 618 | 190 | NA | NA | 1544 | 36 | 550 | 654 | 270 | 102 |
| 71 | 1516 | 210 | 94 | 42 | 392 | 603 | 204 | NA | NA | 1648 | 46 | 426 | 656 | 264 | 136 |
| 79 | 1458 | 181 | 95 | 33 | 396 | 588 | 182 | NA | NA | 1534 | 35 | 417 | 619 | 261 | 118 |
| 85 | 1351 | 176 | 80 | 15 | 334 | 529 | 140 | 134 | NA | 1440 | 16 | 356 | 564 | 254 | 102 |
| 99 | 1437 | 205 | 84 | 29 | 373 | 579 | 197 | NA | NA | 1512 | 31 | 392 | 609 | 236 | 95 |
| 75 | 1394 | 171 | 84 | 27 | 358 | 565 | 139 | NA | NA | 1496 | 29 | 384 | 606 | 263 | 109 |
| 73 | 1353 | 156 | 80 | 13 | 273 | 419 | 145 | NA | NA | 1740 | 17 | 351 | 539 | 248 | 95 |
| 80 | 1472 | 193 | 76 | 29 | 299 | 469 | 130 | NA | NA | 1703 | 34 | 346 | 543 | 252 | 97 |
| 98 | 1571 | 216 | 104 | 29 | 378 | 411 | 74 | 84 | NA | 1653 | 31 | 398 | 432 | 238 | 124 |
| 82 | 1573 | 223 | 91 | 63 | 346 | 426 | 97 | 78 | NA | 1676 | 67 | 369 | 454 | 247 | 151 |
| 80 | 1640 | 225 | 85 | 65 | 447 | 402 | 75 | 53 | NA | 1725 | 68 | 470 | 423 | 306 | 144 |
| 97 | 1614 | 239 | 57 | 76 | 470 | 376 | 36 | 48 | NA | 1698 | 80 | 494 | 396 | 206 | 127 |
| 75 | 1427 | 260 | 66 | 42 | 503 | 491 | 80 | NA | NA | 1511 | 44 | 533 | 520 | 241 | 101 |
| 82 | 1475 | 242 | 74 | 70 | 590 | 540 | 86 | NA | NA | 1562 | 74 | 625 | 572 | 230 | 120 |
| 84 | 1560 | 256 | 82 | 76 | 436 | 546 | 48 | NA | NA | 1663 | 81 | 465 | 582 | 199 | 164 |
| 85 | 1618 | 311 | 62 | 116 | 408 | 604 | 64 | NA | NA | 1702 | 122 | 429 | 635 | 191 | 178 |
| 69 | 1496 | 237 | 54 | 66 | 420 | 480 | 87 | NA | NA | 1584 | 70 | 445 | 508 | 187 | 127 |
| 74 | 1584 | 249 | 66 | 62 | 455 | 551 | 64 | NA | NA | 1677 | 66 | 482 | 583 | 199 | 155 |
| 70 | 1597 | 277 | 45 | 35 | 410 | 482 | 58 | NA | NA | 1680 | 37 | 431 | 507 | 212 | 113 |
| 66 | 1483 | 273 | 56 | 39 | 497 | 617 | 73 | NA | NA | 1570 | 41 | 526 | 653 | 229 | 134 |
| 75 | 1437 | 245 | 86 | 66 | 664 | 669 | 72 | NA | NA | 1562 | 72 | 722 | 727 | 171 | 161 |
| 89 | 1504 | 281 | 60 | 83 | 597 | 677 | 62 | NA | NA | 1592 | 88 | 632 | 717 | 186 | 166 |
| 93 | 1505 | 271 | 74 | 98 | 553 | 604 | 59 | NA | NA | 1594 | 104 | 586 | 640 | 194 | 116 |
| 105 | 1572 | 301 | 73 | 106 | 631 | 563 | 38 | NA | NA | 1654 | 112 | 664 | 592 | 170 | 131 |
| 86 | 1529 | 278 | 37 | 41 | 614 | 447 | 61 | NA | NA | 1619 | 43 | 650 | 473 | 177 | 145 |
| 66 | 1525 | 268 | 54 | 59 | 511 | 474 | 47 | NA | NA | 1604 | 62 | 538 | 499 | 207 | 118 |
| 92 | 1544 | 270 | 75 | 60 | 662 | 457 | 79 | NA | NA | 1624 | 63 | 696 | 481 | 242 | 151 |
| 100 | 1429 | 242 | 69 | 57 | 718 | 597 | 104 | NA | NA | 1484 | 59 | 746 | 620 | 181 | 160 |
| 99 | 1502 | 254 | 53 | 87 | 770 | 590 | 93 | NA | NA | 1580 | 92 | 810 | 621 | 136 | 173 |
| 88 | 1465 | 269 | 57 | 96 | 632 | 720 | 120 | NA | NA | 1541 | 101 | 665 | 757 | 168 | 159 |
| 102 | 1554 | 248 | 49 | 160 | 671 | 600 | 123 | NA | NA | 1635 | 168 | 706 | 631 | 130 | 170 |
| 94 | 1537 | 260 | 48 | 204 | 639 | 665 | 81 | NA | NA | 1617 | 215 | 672 | 700 | 134 | 193 |
| 100 | 1559 | 257 | 38 | 190 | 622 | 670 | 92 | 72 | NA | 1609 | 196 | 642 | 691 | 132 | 198 |
| 102 | 1461 | 211 | 34 | 162 | 702 | 740 | 95 | 52 | NA | 1547 | 172 | 743 | 784 | 111 | 179 |
| 110 | 1608 | 288 | 62 | 219 | 689 | 722 | 95 | 49 | NA | 1692 | 230 | 725 | 760 | 124 | 169 |
| 97 | 1492 | 259 | 59 | 196 | 667 | 657 | 48 | 41 | NA | 1570 | 206 | 702 | 691 | 136 | 145 |
| 104 | 1489 | 244 | 47 | 213 | 714 | 760 | 84 | 59 | NA | 1577 | 226 | 756 | 805 | 141 | 165 |
| 98 | 1383 | 223 | 38 | 188 | 683 | 776 | 68 | 39 | NA | 1455 | 198 | 718 | 816 | 117 | 157 |
| 88 | 1394 | 198 | 40 | 155 | 579 | 892 | 63 | 36 | NA | 1466 | 163 | 609 | 938 | 134 | 143 |
| 75 | 1364 | 175 | 53 | 181 | 521 | 894 | 77 | 49 | NA | 1435 | 190 | 548 | 940 | 153 | 208 |
| 91 | 1412 | 204 | 48 | 154 | 614 | 925 | 87 | 53 | NA | 1466 | 160 | 638 | 961 | 118 | 160 |
| 86 | 1402 | 227 | 40 | 133 | 556 | 880 | 100 | 56 | NA | 1475 | 140 | 585 | 926 | 130 | 149 |
| 94 | 1429 | 203 | 42 | 165 | 627 | 837 | 90 | 47 | NA | 1503 | 174 | 660 | 880 | 143 | 170 |
| 100 | 1483 | 189 | 64 | 137 | 562 | 870 | 194 | 42 | NA | 1456 | 135 | 552 | 854 | 188 | 141 |
| 99 | 1361 | 178 | 34 | 110 | 453 | 867 | 124 | 70 | NA | 1361 | 110 | 453 | 867 | 158 | 129 |
| 80 | 1375 | 180 | 39 | 79 | 438 | 893 | 141 | 60 | NA | 1375 | 79 | 438 | 893 | 170 | 126 |
| 97 | 1329 | 193 | 32 | 78 | 492 | 891 | 172 | 77 | NA | 1329 | 78 | 492 | 891 | 134 | 135 |
| 95 | 1399 | 201 | 27 | 108 | 430 | 830 | 94 | 64 | NA | 1399 | 108 | 430 | 830 | 133 | 128 |
| 73 | 1285 | 203 | 38 | 82 | 485 | 881 | 56 | 47 | NA | 1285 | 82 | 485 | 881 | 160 | 144 |
| 76 | 1234 | 202 | 36 | 67 | 439 | 980 | 57 | 43 | NA | 1234 | 67 | 439 | 980 | 144 | 144 |
| 85 | 1405 | 185 | 52 | 97 | 484 | 823 | 80 | 51 | NA | 1405 | 97 | 484 | 823 | 109 | 130 |
| 88 | 1524 | 234 | 67 | 88 | 544 | 846 | 139 | 57 | NA | 1533 | 89 | 547 | 851 | 134 | 136 |
| 89 | 1469 | 213 | 38 | 95 | 489 | 755 | 76 | 40 | NA | 1469 | 95 | 489 | 755 | 131 | 159 |
| 89 | 1410 | 186 | 41 | 102 | 502 | 821 | 86 | 41 | NA | 1474 | 107 | 525 | 858 | 169 | 152 |
| 96 | 1482 | 220 | 29 | 111 | 500 | 800 | 110 | 50 | NA | 1491 | 112 | 503 | 805 | 126 | 167 |
| 102 | 1511 | 231 | 34 | 139 | 597 | 820 | 149 | 75 | NA | 1511 | 139 | 597 | 820 | 157 | 122 |
| 88 | 1355 | 217 | 31 | 118 | 611 | 825 | 138 | 52 | NA | 1355 | 118 | 611 | 825 | 127 | 106 |
| 92 | 1371 | 200 | 34 | 91 | 486 | 744 | 144 | 55 | NA | 1371 | 91 | 486 | 744 | 128 | 154 |
| 98 | 1484 | 223 | 28 | 191 | 588 | 896 | 114 | 62 | NA | 1484 | 191 | 588 | 896 | 124 | 160 |
| 95 | 1435 | 251 | 27 | 149 | 610 | 818 | 137 | 52 | NA | 1435 | 149 | 610 | 818 | 140 | 138 |
| 79 | 1443 | 220 | 24 | 183 | 556 | 834 | 106 | 46 | NA | 1443 | 183 | 556 | 834 | 118 | 123 |
| 91 | 1453 | 208 | 24 | 147 | 489 | 841 | 122 | 72 | NA | 1444 | 146 | 486 | 836 | 122 | 148 |
| 93 | 1449 | 196 | 29 | 121 | 487 | 810 | 108 | 68 | NA | 2134 | 178 | 717 | 1193 | 128 | 149 |
| 88 | 1487 | 222 | 32 | 138 | 528 | 804 | 151 | 56 | NA | 1487 | 138 | 528 | 804 | 139 | 131 |
| 91 | 1358 | 197 | 34 | 146 | 541 | 925 | 166 | 76 | NA | 1358 | 146 | 541 | 925 | 168 | 132 |
| 79 | 1316 | 213 | 23 | 102 | 488 | 829 | 109 | 69 | NA | 1316 | 102 | 488 | 829 | 163 | 146 |
| 95 | 1434 | 226 | 28 | 129 | 539 | 846 | 136 | 58 | NA | 1434 | 129 | 539 | 846 | 166 | 131 |
| 73 | 1389 | 236 | 23 | 125 | 445 | 923 | 128 | 59 | NA | 1389 | 125 | 445 | 923 | 155 | 144 |
| 95 | 1354 | 218 | 25 | 100 | 440 | 953 | 132 | 46 | NA | 1362 | 101 | 443 | 959 | 143 | 127 |
| 78 | 1329 | 244 | 17 | 90 | 513 | 896 | 82 | 55 | NA | 1346 | 91 | 519 | 907 | 119 | 155 |
| 86 | 1436 | 222 | 27 | 129 | 538 | 952 | 141 | 65 | NA | 1436 | 129 | 538 | 952 | 130 | 123 |
| 93 | 1366 | 191 | 29 | 108 | 583 | 957 | 126 | 68 | NA | 1366 | 108 | 583 | 957 | 123 | 126 |
| 63 | 1333 | 201 | 34 | 72 | 503 | 899 | 142 | 78 | NA | 1333 | 72 | 503 | 899 | 173 | 136 |
| 81 | 1458 | 234 | 28 | 130 | 492 | 937 | 126 | 61 | NA | 1458 | 130 | 492 | 937 | 132 | 141 |
| 82 | 1499 | 227 | 41 | 163 | 520 | 976 | 105 | 53 | NA | 2130 | 232 | 739 | 1387 | 125 | 148 |
| 90 | 1396 | 215 | 33 | 150 | 516 | 1190 | 124 | 40 | NA | 1396 | 150 | 516 | 1190 | 125 | 143 |
| 88 | 1488 | 242 | 33 | 174 | 498 | 1079 | 131 | 64 | NA | 1488 | 174 | 498 | 1079 | 116 | 104 |
| 83 | 1374 | 209 | 27 | 159 | 447 | 1056 | 137 | 53 | NA | 1374 | 159 | 447 | 1056 | 134 | 154 |
| 77 | 1480 | 253 | 23 | 187 | 594 | 1030 | 167 | 68 | NA | 1480 | 187 | 594 | 1030 | 137 | 134 |
| 86 | 1408 | 265 | 28 | 211 | 668 | 1083 | 95 | 42 | 51 | 1408 | 211 | 668 | 1083 | 135 | 151 |
| 86 | 1399 | 264 | 27 | 206 | 519 | 1062 | 89 | 42 | 56 | 1399 | 206 | 519 | 1062 | 116 | 138 |
| 92 | 1464 | 286 | 29 | 155 | 428 | 940 | 96 | 37 | 53 | 1464 | 155 | 428 | 940 | 90 | 134 |
| 85 | 1328 | 260 | 25 | 124 | 407 | 985 | 80 | 36 | 72 | 1328 | 124 | 407 | 985 | 119 | 164 |
| 71 | 1374 | 284 | 21 | 149 | 541 | 1094 | 58 | 35 | 67 | 1374 | 149 | 541 | 1094 | 106 | 141 |
| 88 | 1552 | 307 | 58 | 153 | 601 | 959 | 128 | 49 | 51 | 1552 | 153 | 601 | 959 | 115 | 174 |
| 74 | 1573 | 167 | 34 | 15 | 59 | 241 | NA | NA | NA | 3861 | 37 | 145 | 592 | 972 | 108 |
| 95 | 1779 | 203 | 97 | 24 | 157 | 378 | NA | NA | NA | 4803 | 65 | 424 | 1021 | 721 | 100 |
| 87 | 1488 | 190 | 107 | 23 | 234 | 509 | NA | NA | NA | 2485 | 38 | 391 | 850 | 787 | NA |
| 102 | 1506 | 228 | 104 | 26 | 219 | 612 | NA | NA | NA | 2259 | 39 | 329 | 918 | 639 | NA |
| 77 | 1426 | 182 | 120 | 27 | 220 | 648 | NA | NA | NA | 2063 | 39 | 318 | 937 | 665 | NA |
| 79 | 1541 | 217 | 105 | 24 | 488 | 665 | 241 | NA | NA | 1836 | 29 | 581 | 792 | 706 | NA |
| 91 | 1691 | 231 | 117 | 32 | 519 | 424 | 555 | NA | NA | 2014 | 38 | 618 | 505 | 684 | NA |
| 58 | 1412 | 220 | 80 | 17 | 386 | 725 | 382 | NA | NA | 1694 | 20 | 463 | 870 | 731 | NA |
| 32 | 1466 | 200 | 88 | 26 | 376 | 612 | 238 | NA | NA | 1721 | 31 | 441 | 718 | 686 | NA |
| 108 | 1608 | 191 | 80 | 18 | 503 | 565 | 419 | NA | NA | 1973 | 22 | 617 | 693 | 466 | NA |
| 64 | 1475 | 154 | 82 | 20 | 524 | 559 | 272 | NA | NA | 1744 | 24 | 620 | 661 | 542 | NA |
| 67 | 1287 | 142 | 65 | 19 | 461 | 541 | 293 | NA | NA | 1372 | 20 | 491 | 577 | 500 | NA |
| 65 | 1536 | 229 | 95 | 25 | 629 | 397 | 263 | NA | NA | 1991 | 32 | 815 | 515 | 425 | NA |
| 45 | 1503 | 216 | 110 | 52 | 436 | 454 | 270 | NA | NA | 1873 | 65 | 543 | 566 | 533 | NA |
| 43 | 1632 | 211 | 90 | 42 | 428 | 399 | 193 | NA | NA | 2018 | 52 | 529 | 493 | 590 | NA |
| 47 | 1480 | 176 | 99 | 46 | 459 | 528 | 241 | NA | NA | 1830 | 57 | 568 | 653 | 587 | NA |
| 65 | 1492 | 199 | 87 | 50 | 461 | 565 | 243 | NA | NA | 1859 | 62 | 574 | 704 | 492 | NA |
| 75 | 1490 | 161 | 76 | 34 | 402 | 460 | 252 | NA | NA | 1599 | 36 | 431 | 494 | 410 | NA |
| 80 | 1582 | 205 | 72 | 43 | 465 | 400 | 248 | NA | NA | 1686 | 46 | 496 | 426 | 407 | NA |
| 34 | 2059 | 209 | 54 | 7 | 34 | 81 | 34 | 20 | NA | 13898 | 47 | 230 | 547 | 1512 | NA |
| 0 | 891 | 135 | 0 | 0 | 0 | 0 | 0 | 0 | NA | 24057 | 0 | 0 | 0 | 1890 | NA |
| 64 | 1276 | 179 | 27 | 125 | 626 | 1015 | 167 | 59 | NA | 1276 | 125 | 626 | 1015 | 167 | 149 |
| 65 | 1305 | 202 | 24 | 126 | 592 | 985 | 91 | 73 | NA | 1305 | 126 | 592 | 985 | 136 | 142 |
| 69 | 1195 | 161 | 23 | 105 | 546 | 930 | 83 | 53 | NA | 1202 | 106 | 549 | 936 | 139 | 153 |
| 68 | 1250 | 173 | 23 | 91 | 490 | 901 | 66 | 59 | NA | 1298 | 95 | 509 | 936 | 144 | 151 |
| 74 | 1399 | 229 | 40 | 145 | 563 | 977 | 110 | 66 | NA | 1399 | 145 | 563 | 977 | 145 | 167 |
| 68 | 1343 | 242 | 34 | 146 | 553 | 922 | 65 | 64 | NA | 1343 | 146 | 553 | 922 | 180 | 162 |
| 66 | 1334 | 171 | 38 | 89 | 514 | 915 | 62 | 61 | NA | 1342 | 90 | 517 | 921 | 153 | 161 |
| 67 | 1425 | 255 | 46 | 125 | 443 | 862 | 85 | 67 | NA | 1425 | 125 | 443 | 862 | 139 | 165 |
| 93 | 1530 | 265 | 38 | 173 | 520 | 805 | 95 | 53 | NA | 1530 | 173 | 520 | 805 | 150 | 144 |
| 96 | 1562 | 293 | 41 | 186 | 552 | 750 | 101 | 53 | NA | 1572 | 187 | 555 | 755 | 128 | 154 |
| 86 | 1555 | 298 | 36 | 203 | 455 | 745 | 131 | 56 | NA | 1555 | 203 | 455 | 745 | 147 | 189 |
| 92 | 1428 | 257 | 30 | 143 | 446 | 685 | 58 | 54 | NA | 2122 | 213 | 663 | 1018 | 117 | 201 |
| 95 | 1599 | 277 | 41 | 216 | 484 | 714 | 84 | 52 | NA | 1599 | 216 | 484 | 714 | 125 | 185 |
| 87 | 1556 | 281 | 57 | 132 | 475 | 665 | 101 | 49 | NA | 1556 | 132 | 475 | 665 | 113 | 162 |
| 71 | 1476 | 252 | 44 | 102 | 465 | 751 | 69 | 34 | NA | 1485 | 103 | 468 | 756 | 143 | 154 |
| 77 | 1402 | 257 | 38 | 128 | 533 | 992 | 101 | 50 | NA | 1411 | 129 | 536 | 998 | 147 | 147 |
| 91 | 1552 | 272 | 46 | 163 | 598 | 1040 | 176 | 74 | NA | 1552 | 163 | 598 | 1040 | 145 | 155 |
| 87 | 1409 | 258 | 26 | 113 | 439 | 911 | 159 | 55 | NA | 1409 | 113 | 439 | 911 | 120 | 146 |
| 81 | 1415 | 235 | 32 | 126 | 455 | 791 | 165 | 62 | NA | 1415 | 126 | 455 | 791 | 155 | 164 |
| 74 | 1408 | 247 | 36 | 128 | 519 | 821 | 164 | 72 | NA | 1408 | 128 | 519 | 821 | 149 | 152 |
| 83 | 1523 | 247 | 53 | 116 | 556 | 802 | 106 | 68 | NA | 1523 | 116 | 556 | 802 | 118 | 176 |
| 75 | 1472 | 335 | 30 | 139 | 587 | 958 | 83 | 52 | NA | 2074 | 196 | 827 | 1350 | 120 | 183 |
| 73 | 1495 | 280 | 47 | 144 | 565 | 900 | 118 | 45 | NA | 1682 | 162 | 636 | 1013 | 118 | 209 |
| 80 | 1578 | 304 | 40 | 178 | 624 | 986 | 101 | 48 | NA | 1578 | 178 | 624 | 986 | 134 | 180 |
| 78 | 1424 | 296 | 27 | 136 | 497 | 973 | 104 | 55 | NA | 1433 | 137 | 500 | 979 | 126 | 172 |
| 74 | 1439 | 266 | 17 | 152 | 532 | 1039 | 81 | 59 | NA | 1439 | 152 | 532 | 1039 | 110 | 192 |
| 74 | 1533 | 301 | 30 | 166 | 662 | 1072 | 82 | 33 | NA | 1543 | 167 | 666 | 1079 | 128 | 143 |
| 73 | 1366 | 297 | 25 | 177 | 620 | 1245 | 72 | 44 | 61 | 1366 | 177 | 620 | 1245 | 118 | 187 |
| 68 | 1378 | 273 | 30 | 209 | 488 | 1399 | 66 | 36 | 72 | 1378 | 209 | 488 | 1399 | 103 | 156 |
| 56 | 1369 | 269 | 29 | 139 | 500 | 1125 | 94 | 50 | 55 | 1369 | 139 | 500 | 1125 | 103 | 154 |
| 68 | 1423 | 266 | 24 | 196 | 547 | 1221 | 99 | 39 | 71 | 1423 | 196 | 547 | 1221 | 114 | 142 |
| 67 | 1366 | 297 | 32 | 136 | 543 | 1320 | 139 | 40 | 68 | 1374 | 137 | 546 | 1328 | 118 | 133 |
| 81 | 1413 | 327 | 19 | 175 | 531 | 1162 | 79 | 34 | 73 | 1413 | 175 | 531 | 1162 | 119 | 139 |
| 75 | 1400 | 301 | 20 | 180 | 502 | 1233 | 71 | 37 | 82 | 1400 | 180 | 502 | 1233 | 117 | 126 |
| 74 | 1562 | 233 | 101 | 40 | 434 | 414 | 155 | NA | NA | 1903 | 49 | 529 | 504 | 393 | 118 |
| 73 | 1594 | 312 | 79 | 56 | 392 | 353 | 144 | NA | NA | 1899 | 67 | 467 | 420 | 376 | 83 |
| 51 | 1261 | 203 | 85 | 20 | 304 | 547 | 155 | NA | NA | 1491 | 24 | 359 | 647 | 310 | 102 |
| 69 | 1203 | 207 | 73 | 24 | 320 | NA | 181 | NA | NA | 1291 | 26 | 343 | NA | 342 | 82 |
| 59 | 1274 | 156 | 70 | 28 | 330 | NA | 252 | NA | NA | 1376 | 30 | 356 | NA | 295 | 84 |
| 53 | 1334 | 144 | 62 | 13 | 418 | NA | 239 | NA | NA | 1431 | 14 | 448 | NA | 332 | 74 |
| 45 | 1185 | 159 | 44 | 10 | 342 | NA | 145 | NA | NA | 1263 | 11 | 365 | NA | 298 | 107 |
| 71 | 1261 | 156 | 49 | 10 | 482 | NA | 206 | NA | NA | 1353 | 11 | 517 | NA | 283 | 106 |
| 67 | 1376 | 167 | 57 | 17 | 490 | NA | 226 | NA | NA | 1447 | 18 | 515 | NA | 322 | 95 |
| 97 | 1383 | 215 | 92 | 21 | 503 | NA | 292 | NA | NA | 1474 | 22 | 536 | NA | 317 | 98 |
| 95 | 1348 | 164 | 85 | 20 | 463 | 626 | 302 | NA | NA | 1418 | 21 | 487 | 659 | 276 | 128 |
| 85 | 1310 | 185 | 85 | 19 | 494 | 673 | 231 | 171 | NA | 1378 | 20 | 520 | 708 | 265 | 122 |
| 90 | 1297 | 161 | 84 | 13 | 485 | 573 | 197 | 112 | NA | 1373 | 14 | 514 | 607 | 244 | 107 |
| 80 | 1311 | 180 | 64 | 13 | 566 | 632 | 196 | NA | NA | 1388 | 14 | 599 | 669 | 246 | 126 |
| 78 | 1311 | 183 | 74 | 4 | 529 | 608 | 176 | NA | NA | 1388 | 4 | 560 | 644 | 266 | 134 |
| 91 | 1448 | 197 | 62 | 5 | 476 | 457 | 173 | NA | NA | 1833 | 6 | 602 | 578 | 286 | 120 |
| 65 | 1433 | 205 | 73 | 28 | 481 | 591 | 164 | NA | NA | 1658 | 32 | 557 | 684 | 263 | 100 |
| 72 | 1626 | 248 | 86 | 38 | 461 | 579 | 172 | 122 | NA | 1733 | 41 | 491 | 617 | 247 | 101 |
| 85 | 1554 | 254 | 102 | 44 | 489 | 500 | 118 | 70 | NA | 1645 | 47 | 518 | 529 | 248 | 162 |
| 73 | 1467 | 241 | 80 | 47 | 482 | 465 | 99 | 57 | NA | 1543 | 49 | 507 | 489 | 211 | 169 |
| 79 | 1520 | 237 | 98 | 28 | 563 | 474 | 108 | 71 | NA | 1609 | 30 | 596 | 502 | 226 | 193 |
| 97 | 1639 | 268 | 93 | 23 | 540 | 412 | 121 | 92 | NA | 1724 | 24 | 568 | 433 | 180 | 157 |
| 103 | 1692 | 269 | 76 | 60 | 572 | 458 | 144 | 94 | NA | 1815 | 64 | 614 | 491 | 185 | 178 |
| 87 | 1647 | 264 | 105 | 46 | 599 | 399 | 132 | 96 | NA | 1779 | 50 | 647 | 431 | 199 | 139 |
| 89 | 1629 | 282 | 92 | 31 | 524 | 378 | 140 | 55 | NA | 1714 | 33 | 551 | 398 | 204 | 131 |
| 79 | 1588 | 291 | 98 | 42 | 506 | 410 | 116 | 62 | NA | 1670 | 44 | 532 | 431 | 189 | 154 |
| 76 | 1540 | 260 | 70 | 51 | 593 | 426 | 92 | 65 | NA | 1641 | 54 | 632 | 454 | 204 | 166 |
| 99 | 1704 | 316 | 103 | 60 | 565 | 461 | 106 | 70 | NA | 1793 | 63 | 594 | 485 | 163 | 158 |
| 97 | 1670 | 324 | 98 | 52 | 506 | 483 | 76 | 67 | NA | 1757 | 55 | 532 | 508 | 149 | 156 |
| 98 | 1646 | 319 | 105 | 64 | 531 | 465 | 74 | 49 | NA | 1732 | 67 | 559 | 489 | 131 | 165 |
| 106 | 1690 | 299 | 92 | 64 | 574 | 421 | 69 | 53 | NA | 1801 | 68 | 612 | 449 | 142 | 159 |
| 70 | 1611 | 296 | 75 | 54 | 608 | 476 | 50 | 45 | NA | 1717 | 58 | 648 | 507 | 172 | 178 |
| 71 | 1685 | 270 | 101 | 34 | 631 | 430 | 57 | 39 | NA | 1784 | 36 | 668 | 455 | 181 | 197 |
| 77 | 1651 | 259 | 89 | 50 | 626 | 533 | 65 | 37 | NA | 1748 | 53 | 663 | 564 | 180 | 192 |
| 80 | 1719 | 298 | 77 | 91 | 615 | 407 | 70 | 40 | NA | 1844 | 98 | 660 | 437 | 192 | 192 |
| 69 | 1581 | 265 | 84 | 47 | 583 | 490 | 100 | 50 | NA | 1685 | 50 | 621 | 522 | 218 | 178 |
| 67 | 1528 | 280 | 70 | 55 | 492 | 530 | 99 | 42 | NA | 1607 | 58 | 518 | 558 | 202 | 175 |
| 74 | 1580 | 270 | 84 | 55 | 494 | 513 | 83 | 38 | NA | 1662 | 58 | 520 | 540 | 198 | 178 |
| 67 | 1463 | 240 | 53 | 43 | 623 | 575 | 105 | 31 | NA | 1570 | 46 | 668 | 617 | 238 | 143 |
| 89 | 1406 | 259 | 53 | 50 | 641 | 613 | 150 | 58 | NA | 1489 | 53 | 679 | 649 | 190 | 154 |
| 67 | 1458 | 196 | 44 | 35 | 494 | 502 | 134 | 62 | NA | 1534 | 37 | 520 | 528 | 229 | 164 |
| 92 | 1446 | 207 | 66 | 28 | 573 | 514 | 116 | 68 | NA | 1521 | 29 | 603 | 541 | 193 | 130 |
| 67 | 1298 | 196 | 50 | 44 | 552 | 562 | 56 | 54 | NA | 1365 | 46 | 581 | 591 | 149 | 159 |
| 59 | 1318 | 215 | 79 | 33 | 601 | 606 | 80 | 51 | NA | 1396 | 35 | 636 | 642 | 163 | 152 |
| 53 | 1399 | 218 | 43 | 85 | 624 | 521 | 48 | 35 | NA | 1472 | 89 | 656 | 548 | 169 | 177 |
| 70 | 1436 | 200 | 56 | 80 | 706 | 637 | 44 | 26 | NA | 1511 | 84 | 743 | 670 | 176 | 190 |
| 65 | 1472 | 255 | 47 | 57 | 589 | 542 | 47 | 40 | NA | 1548 | 60 | 620 | 570 | 168 | 156 |
| 81 | 1443 | 245 | 56 | 74 | 635 | 644 | 69 | 38 | NA | 1538 | 79 | 677 | 686 | 128 | 184 |
| 69 | 1359 | 198 | 73 | 85 | 642 | 756 | 39 | 22 | NA | 1430 | 89 | 675 | 795 | 144 | 181 |
| 56 | 1343 | 187 | 57 | 84 | 566 | 688 | 26 | 34 | NA | 1413 | 88 | 595 | 724 | 162 | 179 |
| 62 | 1370 | 208 | 65 | 118 | 726 | 923 | 39 | 36 | NA | 1441 | 124 | 764 | 971 | 177 | 182 |
| 64 | 1304 | 169 | 40 | 127 | 502 | 790 | 23 | 43 | NA | 1372 | 134 | 528 | 831 | 124 | 171 |
| 66 | 1268 | 182 | 34 | 171 | 544 | 927 | 54 | 36 | NA | 1334 | 180 | 572 | 975 | 170 | 147 |
| 77 | 1350 | 216 | 45 | 155 | 614 | 929 | 55 | 45 | NA | 1420 | 163 | 646 | 977 | 174 | 167 |
| 71 | 1370 | 218 | 41 | 169 | 604 | 851 | 48 | 44 | NA | 1387 | 171 | 612 | 862 | 176 | 152 |
| 91 | 1445 | 215 | 39 | 185 | 649 | 823 | 33 | 20 | NA | 1445 | 185 | 649 | 823 | 129 | 173 |
| 92 | 1417 | 224 | 35 | 226 | 550 | 918 | 32 | 14 | NA | 1426 | 227 | 553 | 924 | 145 | 141 |
| 79 | 1413 | 227 | 46 | 221 | 553 | 1019 | 46 | 22 | NA | 1413 | 221 | 553 | 1019 | 145 | 131 |
| 89 | 1341 | 219 | 33 | 144 | 513 | 844 | 67 | 42 | NA | 1341 | 144 | 513 | 844 | 139 | 118 |
| 91 | 1309 | 216 | 48 | 131 | 512 | 976 | 55 | 37 | NA | 1309 | 131 | 512 | 976 | 132 | 123 |
| 79 | 1274 | 207 | 41 | 105 | 445 | 966 | 98 | 54 | NA | 1274 | 105 | 445 | 966 | 170 | 117 |
| 97 | 1520 | 246 | 32 | 163 | 599 | 906 | 115 | 70 | NA | 1520 | 163 | 599 | 906 | 150 | 177 |
| 98 | 1438 | 230 | 41 | 153 | 501 | 905 | 57 | 52 | NA | 1438 | 153 | 501 | 905 | 123 | 130 |
| 75 | 1424 | 199 | 31 | 117 | 518 | 857 | 67 | 45 | NA | 1442 | 118 | 524 | 868 | 118 | 136 |
| 81 | 1343 | 191 | 33 | 98 | 503 | 952 | 56 | 43 | NA | 1413 | 103 | 529 | 1001 | 167 | 140 |
| 81 | 1521 | 240 | 44 | 120 | 598 | 954 | 87 | 46 | NA | 1521 | 120 | 598 | 954 | 139 | 147 |
| 82 | 1530 | 190 | 37 | 111 | 520 | 791 | 74 | 45 | NA | 1530 | 111 | 520 | 791 | 151 | 164 |
| 77 | 1525 | 219 | 29 | 123 | 574 | 760 | 83 | 49 | NA | 1554 | 125 | 585 | 774 | 172 | 150 |
| 85 | 1526 | 222 | 51 | 81 | 550 | 714 | 146 | 75 | NA | 1526 | 81 | 550 | 714 | 172 | 182 |
| 85 | 1598 | 275 | 60 | 124 | 566 | 759 | 106 | 65 | NA | 1608 | 125 | 570 | 764 | 145 | 185 |
| 77 | 1477 | 254 | 46 | 100 | 439 | 707 | 62 | 46 | NA | 1486 | 101 | 442 | 711 | 147 | 193 |
| 61 | 1314 | 218 | 54 | 70 | 409 | 739 | 51 | 40 | NA | 1953 | 104 | 608 | 1098 | 138 | 153 |
| 60 | 1427 | 234 | 44 | 148 | 474 | 887 | 38 | 33 | NA | 1427 | 148 | 474 | 887 | 105 | 162 |
| 70 | 1463 | 280 | 41 | 141 | 467 | 802 | 44 | 29 | NA | 1463 | 141 | 467 | 802 | 118 | 170 |
| 81 | 1473 | 259 | 33 | 114 | 437 | 735 | 39 | 30 | NA | 1473 | 114 | 437 | 735 | 120 | 134 |
| 85 | 1422 | 258 | 35 | 196 | 523 | 898 | 113 | 65 | NA | 1422 | 196 | 523 | 898 | 98 | 147 |
| 91 | 1508 | 294 | 31 | 151 | 528 | 832 | 107 | 63 | NA | 1508 | 151 | 528 | 832 | 83 | 155 |
| 80 | 1542 | 278 | 35 | 117 | 478 | 743 | 111 | 53 | NA | 1542 | 117 | 478 | 743 | 107 | 141 |
| 74 | 1458 | 281 | 39 | 100 | 445 | 749 | 96 | 53 | NA | 1458 | 100 | 445 | 749 | 101 | 161 |
| 95 | 1557 | 270 | 42 | 140 | 526 | 747 | 107 | 68 | NA | 1557 | 140 | 526 | 747 | 94 | 161 |
| 90 | 1544 | 275 | 27 | 104 | 527 | 834 | 123 | 74 | NA | 1544 | 104 | 527 | 834 | 94 | 155 |
| 71 | 1480 | 261 | 27 | 121 | 493 | 850 | 83 | 59 | NA | 1480 | 121 | 493 | 850 | 100 | 160 |
| 76 | 1566 | 343 | 33 | 148 | 515 | 910 | 135 | 43 | NA | 2245 | 212 | 738 | 1305 | 108 | 142 |
| 63 | 1573 | 304 | 38 | 135 | 530 | 1031 | 118 | 64 | NA | 1770 | 152 | 596 | 1160 | 113 | 159 |
| 78 | 1633 | 332 | 47 | 118 | 576 | 958 | 143 | 53 | NA | 1633 | 118 | 576 | 958 | 94 | 142 |
| 68 | 1522 | 305 | 40 | 132 | 495 | 1121 | 151 | 52 | NA | 1522 | 132 | 495 | 1121 | 100 | 170 |
| 70 | 1499 | 285 | 32 | 115 | 506 | 915 | 112 | 54 | NA | 1499 | 115 | 506 | 915 | 108 | 135 |
| 69 | 1516 | 325 | 49 | 116 | 556 | 1021 | 90 | 45 | 35 | 1516 | 116 | 556 | 1021 | 102 | 155 |
| 85 | 1514 | 328 | 38 | 164 | 495 | 1083 | 146 | 67 | 64 | 1514 | 164 | 495 | 1083 | 108 | 121 |
| 95 | 1527 | 350 | 36 | 168 | 475 | 1096 | 79 | 62 | 56 | 1536 | 169 | 478 | 1103 | 74 | 125 |
| 90 | 1567 | 318 | 45 | 155 | 512 | 1027 | 94 | 44 | 63 | 1567 | 155 | 512 | 1027 | 87 | 114 |
| 92 | 1494 | 310 | 24 | 191 | 513 | 982 | 116 | 46 | 64 | 1494 | 191 | 513 | 982 | 101 | 158 |
| 83 | 1441 | 269 | 32 | 134 | 485 | 978 | 102 | 44 | 59 | 1441 | 134 | 485 | 978 | 102 | 171 |
| 96 | 1608 | 275 | 34 | 143 | 490 | 872 | 101 | 42 | 50 | 1608 | 143 | 490 | 872 | 84 | 135 |
| 95 | 1494 | 261 | 68 | 59 | 482 | 513 | 212 | NA | NA | 6723 | 266 | 2169 | 2309 | 522 | NA |
| 41 | 1490 | 176 | 54 | 5 | 186 | 578 | NA | NA | NA | 4023 | 14 | 502 | 1561 | 1015 | 86 |
| 108 | 1188 | 338 | 0 | 0 | 270 | 945 | NA | NA | NA | 16038 | 0 | 3645 | 12758 | 716 | NA |
| 93 | 1561 | 244 | 95 | 35 | 498 | 679 | 289 | NA | NA | 1653 | 37 | 527 | 719 | 291 | 120 |
| 85 | 1367 | 224 | 85 | 18 | 467 | 586 | 196 | NA | NA | 1457 | 19 | 498 | 625 | 255 | 132 |
| 24 | 1289 | 145 | 41 | 7 | 45 | 0 | NA | NA | NA | 4443 | 24 | 155 | 0 | 1506 | NA |
| 79 | 1978 | 211 | 103 | 5 | 162 | 74 | 226 | NA | NA | 9710 | 25 | 795 | 363 | 1114 | NA |
| 102 | 2004 | 258 | 39 | 12 | 165 | 156 | 168 | 63 | NA | 6012 | 36 | 495 | 468 | 978 | NA |
| 89 | 1901 | 205 | 125 | 15 | 128 | 67 | 46 | 15 | NA | 5811 | 46 | 391 | 205 | 1281 | NA |
| 105 | 1767 | 249 | 77 | 20 | 95 | 0 | NA | NA | NA | 4404 | 50 | 237 | 0 | 1092 | NA |
| 71 | 1491 | 200 | 57 | 17 | 50 | 0 | NA | NA | NA | 3552 | 41 | 119 | 0 | 1253 | NA |
| 92 | 1723 | 252 | 120 | 82 | 601 | 450 | 286 | NA | NA | 2131 | 101 | 743 | 556 | 555 | NA |
| 41 | 1334 | 168 | 41 | 141 | 624 | 1003 | 60 | 49 | NA | 1351 | 143 | 632 | 1016 | 213 | 169 |
| 51 | 1168 | 156 | 35 | 96 | 457 | 1078 | 41 | 52 | NA | 1168 | 96 | 457 | 1078 | 208 | 151 |
| 50 | 1202 | 203 | 27 | 107 | 392 | 1129 | 28 | 42 | NA | 1202 | 107 | 392 | 1129 | 169 | 153 |
| 66 | 1294 | 188 | 35 | 99 | 449 | 998 | 55 | 46 | NA | 1302 | 100 | 452 | 1004 | 160 | 172 |
| 61 | 1288 | 178 | 23 | 83 | 362 | 981 | 58 | 44 | NA | 1288 | 83 | 362 | 981 | 157 | 147 |
| 73 | 1252 | 178 | 30 | 81 | 379 | 1203 | 72 | 45 | NA | 1252 | 81 | 379 | 1203 | 133 | 142 |
| 100 | 1311 | 184 | 41 | 109 | 527 | 1089 | 66 | 43 | NA | 1311 | 109 | 527 | 1089 | 122 | 146 |
| 83 | 1358 | 211 | 42 | 120 | 684 | 1062 | 118 | 54 | NA | 1358 | 120 | 684 | 1062 | 124 | 136 |
| 86 | 1198 | 182 | 32 | 109 | 612 | 1028 | 43 | 43 | NA | 1244 | 113 | 636 | 1068 | 120 | 127 |
| 83 | 1353 | 199 | 24 | 86 | 543 | 810 | 27 | 22 | NA | 1361 | 87 | 546 | 815 | 127 | 141 |
| 71 | 1286 | 183 | 22 | 96 | 597 | 735 | 43 | 23 | NA | 1286 | 96 | 597 | 735 | 158 | 150 |
| 82 | 1430 | 217 | 34 | 101 | 501 | 805 | 32 | 26 | NA | 1430 | 101 | 501 | 805 | 151 | 144 |
| 86 | 1334 | 198 | 34 | 102 | 561 | 797 | 66 | 58 | NA | 1334 | 102 | 561 | 797 | 131 | 116 |
| 64 | 1319 | 227 | 30 | 88 | 529 | 887 | 98 | 81 | NA | 1319 | 88 | 529 | 887 | 134 | 132 |
| 66 | 1332 | 227 | 47 | 86 | 549 | 829 | 100 | 77 | NA | 1332 | 86 | 549 | 829 | 132 | 160 |
| 63 | 1399 | 255 | 41 | 74 | 498 | 817 | 135 | 79 | NA | 1399 | 74 | 498 | 817 | 140 | 168 |
| 67 | 1407 | 218 | 41 | 61 | 501 | 840 | 158 | 99 | NA | 1407 | 61 | 501 | 840 | 154 | 132 |
| 64 | 1365 | 214 | 55 | 90 | 478 | 948 | 162 | 66 | NA | 2147 | 142 | 752 | 1491 | 204 | 140 |
| 65 | 1361 | 227 | 26 | 97 | 456 | 1005 | 137 | 58 | NA | 1361 | 97 | 456 | 1005 | 175 | 134 |
| 90 | 1400 | 235 | 25 | 107 | 500 | 1001 | 149 | 54 | NA | 1400 | 107 | 500 | 1001 | 129 | 154 |
| 98 | 1425 | 239 | 35 | 134 | 546 | 872 | 117 | 53 | NA | 1425 | 134 | 546 | 872 | 115 | 138 |
| 108 | 1462 | 261 | 31 | 148 | 631 | 968 | 118 | 48 | NA | 1462 | 148 | 631 | 968 | 138 | 145 |
| 92 | 1499 | 287 | 34 | 192 | 592 | 1012 | 159 | 49 | NA | 1499 | 192 | 592 | 1012 | 137 | 137 |
| 101 | 1404 | 254 | 24 | 154 | 551 | 853 | 142 | 52 | NA | 1422 | 156 | 558 | 864 | 116 | 129 |
| 87 | 1351 | 280 | 21 | 147 | 504 | 934 | 158 | 53 | NA | 1351 | 147 | 504 | 934 | 144 | 110 |
| 91 | 1410 | 278 | 21 | 172 | 536 | 851 | 110 | 33 | NA | 1410 | 172 | 536 | 851 | 132 | 107 |
| 77 | 1313 | 252 | 24 | 118 | 582 | 794 | 154 | 70 | NA | 1321 | 119 | 586 | 799 | 144 | 113 |
| 72 | 1254 | 259 | 17 | 93 | 572 | 956 | 129 | 52 | NA | 1254 | 93 | 572 | 956 | 116 | 134 |
| 59 | 1350 | 228 | 37 | 158 | 448 | 879 | 79 | 50 | NA | 1350 | 158 | 448 | 879 | 156 | 143 |
| 79 | 1385 | 235 | 30 | 168 | 482 | 1157 | 36 | 37 | NA | 1986 | 241 | 691 | 1659 | 128 | 161 |
| 78 | 1488 | 245 | 38 | 141 | 502 | 1118 | 65 | 44 | NA | 1674 | 159 | 565 | 1258 | 129 | 141 |
| 71 | 1515 | 267 | 47 | 147 | 445 | 1069 | 97 | 48 | NA | 1515 | 147 | 445 | 1069 | 157 | 163 |
| 88 | 1448 | 274 | 28 | 153 | 550 | 1029 | 97 | 74 | NA | 1448 | 153 | 550 | 1029 | 117 | 165 |
| 88 | 1425 | 289 | 24 | 136 | 572 | 1049 | 62 | 46 | NA | 1425 | 136 | 572 | 1049 | 101 | 151 |
| 96 | 1543 | 295 | 14 | 180 | 713 | 988 | 149 | 61 | NA | 1534 | 179 | 709 | 982 | 68 | 146 |
| 94 | 1445 | 282 | 20 | 198 | 675 | 1037 | 66 | 46 | 45 | 1445 | 198 | 675 | 1037 | 118 | 121 |
| 82 | 1361 | 273 | 18 | 147 | 545 | 1062 | 66 | 48 | 65 | 1361 | 147 | 545 | 1062 | 101 | 132 |
| 75 | 1418 | 239 | 22 | 161 | 489 | 1050 | 88 | 42 | 63 | 1427 | 162 | 492 | 1057 | 145 | 139 |
| 66 | 1325 | 264 | 24 | 125 | 492 | 1041 | 70 | 31 | 54 | 1333 | 126 | 495 | 1047 | 119 | 159 |
| 71 | 1376 | 289 | 20 | 185 | 512 | 1159 | 107 | 23 | 61 | 1376 | 185 | 512 | 1159 | 137 | 144 |
| 83 | 1421 | 279 | 32 | 175 | 486 | 1075 | 153 | 40 | 48 | 1421 | 175 | 486 | 1075 | 106 | 146 |
| 91 | 1490 | 187 | 98 | 10 | 240 | 437 | NA | NA | NA | 2514 | 17 | 405 | 737 | 660 | NA |
| 114 | 1593 | 235 | 97 | 33 | 307 | 477 | NA | NA | NA | 2412 | 50 | 465 | 722 | 668 | NA |
| 64 | 1256 | 130 | 86 | 22 | 396 | 694 | 144 | NA | NA | 1507 | 26 | 475 | 833 | 654 | NA |
| 54 | 1458 | 235 | 80 | 26 | 535 | 564 | 372 | NA | NA | 1776 | 32 | 652 | 687 | 765 | NA |
| 61 | 1429 | 113 | 43 | 6 | 52 | 101 | NA | NA | NA | 4134 | 17 | 150 | 292 | 1374 | 52 |
| 59 | 1547 | 237 | 126 | 39 | 490 | 504 | 222 | NA | NA | 1816 | 46 | 575 | 592 | 407 | 128 |
| 87 | 1373 | 233 | 75 | 22 | 401 | 562 | 193 | NA | NA | 1660 | 27 | 485 | 679 | 319 | 105 |
| 99 | 1453 | 209 | 98 | 29 | 335 | 588 | 175 | NA | NA | 1559 | 31 | 359 | 631 | 295 | 97 |
| 77 | 1335 | 177 | 66 | 25 | 391 | NA | 217 | NA | NA | 1451 | 27 | 425 | NA | 319 | 96 |
| 97 | 1453 | 178 | 83 | 18 | 355 | NA | 206 | NA | NA | 1559 | 19 | 381 | NA | 292 | 74 |
| 77 | 1377 | 164 | 73 | 16 | 333 | NA | 225 | NA | NA | 1507 | 18 | 365 | NA | 368 | 86 |
| 54 | 1252 | 149 | 53 | 14 | 303 | NA | 243 | NA | NA | 1317 | 15 | 319 | NA | 356 | 82 |
| 94 | 1345 | 176 | 80 | 21 | 498 | NA | 309 | NA | NA | 1443 | 23 | 534 | NA | 307 | 102 |
| 81 | 1464 | 203 | 102 | 27 | 525 | NA | 287 | NA | NA | 1560 | 29 | 560 | NA | 341 | 106 |
| 53 | 1407 | 179 | 84 | 19 | 493 | NA | 263 | NA | NA | 1500 | 20 | 525 | NA | 401 | 82 |
| 61 | 1241 | 166 | 48 | 9 | 573 | 662 | 218 | NA | NA | 1331 | 10 | 615 | 710 | 307 | 101 |
| 74 | 1203 | 157 | 55 | 13 | 607 | 748 | 264 | 201 | NA | 1265 | 14 | 639 | 787 | 235 | 98 |
| 74 | 1238 | 178 | 53 | 33 | 608 | 713 | 211 | 142 | NA | 1319 | 35 | 648 | 760 | 229 | 126 |
| 84 | 1343 | 204 | 62 | 37 | 543 | 665 | 188 | NA | NA | 1413 | 39 | 571 | 700 | 230 | 125 |
| 75 | 1298 | 182 | 55 | 29 | 525 | 566 | 144 | NA | NA | 1374 | 31 | 556 | 599 | 238 | 137 |
| 79 | 1429 | 211 | 59 | 26 | 483 | 487 | 116 | NA | NA | 1882 | 34 | 636 | 641 | 212 | 180 |
| 93 | 1486 | 225 | 57 | 52 | 450 | 558 | 118 | NA | NA | 1732 | 61 | 524 | 650 | 225 | 126 |
| 100 | 1523 | 282 | 75 | 121 | 567 | 659 | 67 | 86 | NA | 1602 | 127 | 596 | 693 | 203 | 136 |
| 104 | 1669 | 302 | 92 | 142 | 623 | 602 | 94 | 68 | NA | 1767 | 150 | 660 | 637 | 233 | 146 |
| 99 | 1582 | 231 | 79 | 100 | 523 | 560 | 65 | 62 | NA | 1664 | 105 | 550 | 589 | 163 | 128 |
| 104 | 1656 | 246 | 84 | 112 | 555 | 550 | 74 | 79 | NA | 1765 | 119 | 592 | 586 | 153 | 140 |
| 95 | 1616 | 264 | 92 | 104 | 509 | 448 | 74 | 68 | NA | 1722 | 111 | 542 | 477 | 164 | 140 |
| 73 | 1547 | 260 | 78 | 116 | 494 | 507 | 70 | 77 | NA | 1627 | 122 | 520 | 533 | 170 | 158 |
| 96 | 1586 | 276 | 79 | 127 | 675 | 610 | 83 | 63 | NA | 1668 | 134 | 710 | 642 | 220 | 123 |
| 116 | 1729 | 306 | 108 | 166 | 668 | 636 | 95 | 67 | NA | 1819 | 175 | 703 | 669 | 206 | 129 |
| 106 | 1660 | 283 | 83 | 140 | 591 | 572 | 54 | 54 | NA | 1746 | 147 | 622 | 602 | 209 | 143 |
| 93 | 1669 | 276 | 78 | 149 | 583 | 545 | 54 | 46 | NA | 1756 | 157 | 613 | 573 | 188 | 160 |
| 113 | 1645 | 293 | 86 | 168 | 806 | 554 | 81 | 69 | NA | 1730 | 177 | 848 | 583 | 200 | 130 |
| 98 | 1615 | 260 | 81 | 156 | 756 | 546 | 82 | 64 | NA | 1744 | 168 | 816 | 590 | 177 | 132 |
| 99 | 1572 | 238 | 64 | 142 | 736 | 628 | 75 | 48 | NA | 1654 | 149 | 774 | 661 | 168 | 159 |
| 106 | 1577 | 302 | 67 | 185 | 798 | 657 | 97 | 30 | NA | 1681 | 197 | 851 | 700 | 180 | 180 |
| 114 | 1632 | 278 | 59 | 178 | 752 | 583 | 77 | 40 | NA | 1751 | 191 | 807 | 625 | 135 | 171 |
| 93 | 1442 | 256 | 69 | 163 | 682 | 637 | 62 | 38 | NA | 1517 | 171 | 717 | 670 | 160 | 166 |
| 106 | 1540 | 256 | 63 | 159 | 648 | 594 | 54 | 35 | NA | 1620 | 167 | 682 | 625 | 174 | 206 |
| 108 | 1503 | 235 | 60 | 114 | 622 | 585 | 73 | 35 | NA | 1581 | 120 | 654 | 615 | 149 | 200 |
| 103 | 1420 | 229 | 62 | 105 | 656 | 591 | 48 | 63 | NA | 1494 | 110 | 690 | 622 | 168 | 175 |
| 87 | 1483 | 227 | 78 | 101 | 550 | 660 | 96 | 33 | NA | 1560 | 106 | 579 | 694 | 164 | 179 |
| 86 | 1431 | 201 | 65 | 99 | 659 | 604 | 68 | 46 | NA | 1525 | 106 | 702 | 644 | 187 | 181 |
| 92 | 1341 | 219 | 53 | 143 | 660 | 743 | 50 | 37 | NA | 1411 | 150 | 694 | 782 | 155 | 183 |
| 102 | 1514 | 242 | 76 | 121 | 642 | 611 | 28 | 24 | NA | 1593 | 127 | 675 | 643 | 115 | 159 |
| 102 | 1469 | 226 | 63 | 121 | 769 | 567 | 61 | 32 | NA | 1545 | 127 | 809 | 596 | 144 | 205 |
| 103 | 1589 | 246 | 74 | 167 | 723 | 487 | 43 | 29 | NA | 1672 | 176 | 761 | 512 | 125 | 198 |
| 103 | 1467 | 219 | 50 | 147 | 636 | 575 | 82 | 41 | NA | 1543 | 155 | 669 | 605 | 151 | 200 |
| 100 | 1484 | 232 | 59 | 136 | 595 | 686 | 55 | 44 | NA | 1561 | 143 | 626 | 722 | 134 | 209 |
| 106 | 1523 | 242 | 56 | 149 | 704 | 691 | 36 | 47 | NA | 1634 | 160 | 755 | 741 | 135 | 195 |
| 108 | 1473 | 226 | 62 | 140 | 684 | 665 | 36 | 43 | NA | 1550 | 147 | 720 | 700 | 134 | 208 |
| 101 | 1412 | 188 | 58 | 184 | 641 | 692 | 58 | 26 | NA | 1485 | 194 | 674 | 728 | 135 | 189 |
| 102 | 1507 | 203 | 58 | 200 | 647 | 794 | 54 | 39 | NA | 1585 | 210 | 681 | 835 | 142 | 225 |
| 97 | 1492 | 223 | 41 | 173 | 565 | 865 | 50 | 34 | NA | 1570 | 182 | 594 | 910 | 135 | 191 |
| 83 | 1470 | 236 | 42 | 161 | 481 | 871 | 47 | 23 | NA | 1546 | 169 | 506 | 916 | 138 | 168 |
| 102 | 1449 | 226 | 42 | 203 | 565 | 860 | 39 | 24 | NA | 1524 | 214 | 594 | 905 | 136 | 170 |
| 109 | 1461 | 194 | 40 | 240 | 543 | 785 | 28 | 18 | NA | 1461 | 240 | 543 | 785 | 124 | 180 |
| 96 | 1509 | 240 | 29 | 199 | 584 | 842 | 42 | 29 | NA | 1509 | 199 | 584 | 842 | 131 | 151 |
| 105 | 1396 | 198 | 35 | 189 | 437 | 813 | 42 | 26 | NA | 1405 | 190 | 440 | 818 | 109 | 163 |
| 99 | 1442 | 208 | 35 | 162 | 520 | 976 | 54 | 18 | NA | 1442 | 162 | 520 | 976 | 107 | 158 |
| 77 | 1286 | 196 | 31 | 149 | 489 | 951 | 35 | 20 | NA | 1286 | 149 | 489 | 951 | 137 | 166 |
| 71 | 1278 | 185 | 37 | 165 | 494 | 832 | 50 | 30 | NA | 1302 | 168 | 503 | 848 | 145 | 145 |
| 72 | 1225 | 166 | 17 | 100 | 532 | 1043 | 63 | 37 | NA | 1225 | 100 | 532 | 1043 | 154 | 144 |
| 83 | 1137 | 154 | 34 | 109 | 566 | 958 | 90 | 50 | NA | 1137 | 109 | 566 | 958 | 139 | 142 |
| 80 | 1255 | 211 | 44 | 95 | 569 | 845 | 120 | 74 | NA | 1263 | 96 | 573 | 850 | 132 | 159 |
| 93 | 1381 | 208 | 41 | 111 | 588 | 808 | 105 | 61 | NA | 1381 | 111 | 588 | 808 | 130 | 146 |
| 82 | 1377 | 195 | 43 | 97 | 581 | 717 | 75 | 55 | NA | 1377 | 97 | 581 | 717 | 125 | 159 |
| 83 | 1346 | 210 | 25 | 108 | 513 | 720 | 74 | 44 | NA | 1407 | 113 | 536 | 753 | 140 | 187 |
| 80 | 1435 | 212 | 17 | 131 | 489 | 680 | 47 | 43 | NA | 1435 | 131 | 489 | 680 | 156 | 172 |
| 89 | 1451 | 220 | 30 | 101 | 515 | 690 | 53 | 35 | NA | 1451 | 101 | 515 | 690 | 142 | 158 |
| 84 | 1448 | 233 | 39 | 111 | 492 | 719 | 103 | 60 | NA | 1466 | 112 | 498 | 728 | 137 | 150 |
| 99 | 1524 | 235 | 37 | 122 | 479 | 628 | 166 | 66 | NA | 1553 | 124 | 488 | 640 | 128 | 144 |
| 100 | 1576 | 267 | 47 | 184 | 533 | 681 | 93 | 57 | NA | 1576 | 184 | 533 | 681 | 132 | 151 |
| 99 | 1480 | 227 | 38 | 124 | 502 | 691 | 97 | 42 | NA | 1471 | 123 | 499 | 687 | 112 | 133 |
| 103 | 1484 | 239 | 34 | 189 | 643 | 739 | 86 | 36 | NA | 1484 | 189 | 643 | 739 | 138 | 160 |
| 89 | 1346 | 224 | 33 | 151 | 592 | 657 | 71 | 45 | NA | 2038 | 229 | 896 | 995 | 109 | 151 |
| 79 | 1417 | 225 | 37 | 161 | 590 | 719 | 69 | 45 | NA | 1417 | 161 | 590 | 719 | 128 | 158 |
| 91 | 1535 | 269 | 40 | 153 | 533 | 686 | 84 | 42 | NA | 1535 | 153 | 533 | 686 | 139 | 157 |
| 87 | 1560 | 275 | 32 | 130 | 534 | 673 | 62 | 38 | NA | 1560 | 130 | 534 | 673 | 142 | 177 |
| 98 | 1467 | 274 | 31 | 177 | 624 | 776 | 156 | 53 | NA | 1476 | 178 | 628 | 781 | 124 | 173 |
| 90 | 1512 | 275 | 23 | 188 | 645 | 911 | 139 | 48 | NA | 1512 | 188 | 645 | 911 | 127 | 153 |
| 89 | 1445 | 239 | 16 | 196 | 604 | 949 | 105 | 43 | NA | 1445 | 196 | 604 | 949 | 102 | 155 |
| 86 | 1478 | 274 | 12 | 149 | 592 | 941 | 147 | 39 | NA | 1487 | 150 | 596 | 947 | 135 | 162 |
| 74 | 1479 | 230 | 23 | 131 | 505 | 836 | 138 | 60 | NA | 1488 | 132 | 508 | 841 | 123 | 184 |
| 71 | 1418 | 249 | 19 | 147 | 473 | 861 | 109 | 36 | NA | 1418 | 147 | 473 | 861 | 133 | 181 |
| 88 | 1568 | 294 | 24 | 178 | 629 | 910 | 39 | 35 | NA | 1568 | 178 | 629 | 910 | 101 | 166 |
| 100 | 1656 | 341 | 23 | 199 | 760 | 946 | 79 | 57 | NA | 2374 | 285 | 1090 | 1356 | 115 | 175 |
| 89 | 1536 | 315 | 38 | 137 | 703 | 957 | 56 | 34 | NA | 1728 | 154 | 791 | 1077 | 82 | 136 |
| 92 | 1621 | 293 | 28 | 162 | 632 | 909 | 96 | 46 | NA | 1621 | 162 | 632 | 909 | 91 | 146 |
| 96 | 1636 | 325 | 23 | 161 | 676 | 954 | 99 | 58 | NA | 1636 | 161 | 676 | 954 | 105 | 156 |
| 114 | 1625 | 290 | 31 | 207 | 653 | 1025 | 153 | 63 | NA | 1625 | 207 | 653 | 1025 | 98 | 146 |
| 98 | 1568 | 302 | 36 | 193 | 718 | 978 | 104 | 57 | NA | 1568 | 193 | 718 | 978 | 111 | 130 |
| 88 | 1551 | 296 | 25 | 206 | 635 | 1013 | 100 | 48 | 57 | 1561 | 207 | 639 | 1019 | 110 | 136 |
| 96 | 1507 | 293 | 20 | 206 | 525 | 1048 | 163 | 54 | 65 | 1526 | 209 | 532 | 1061 | 110 | 134 |
| 104 | 1550 | 316 | 12 | 224 | 644 | 1178 | 101 | 38 | 72 | 1560 | 225 | 648 | 1185 | 128 | 118 |
| 101 | 1518 | 304 | 14 | 230 | 684 | 1042 | 98 | 33 | 81 | 1518 | 230 | 684 | 1042 | 114 | 126 |
| 101 | 1483 | 281 | 20 | 242 | 670 | 982 | 84 | 33 | 80 | 1483 | 242 | 670 | 982 | 99 | 148 |
| 95 | 1552 | 259 | 16 | 229 | 637 | 989 | 84 | 27 | 73 | 1552 | 229 | 637 | 989 | 95 | 151 |
| 97 | 1608 | 327 | 21 | 210 | 649 | 1053 | 139 | 35 | 72 | 1608 | 210 | 649 | 1053 | 104 | 145 |
| 88 | 1678 | 285 | 104 | 42 | 359 | 410 | 206 | NA | NA | 1999 | 50 | 428 | 488 | 394 | 111 |
| 99 | 1631 | 280 | 80 | 45 | 409 | 349 | 239 | NA | NA | 1943 | 54 | 487 | 416 | 317 | 89 |
| 90 | 1483 | 272 | 82 | 38 | 322 | 616 | 188 | NA | NA | 1780 | 46 | 386 | 739 | 260 | 79 |
| 87 | 1358 | 211 | 83 | 33 | 336 | 649 | 147 | NA | NA | 1457 | 35 | 360 | 696 | 268 | 72 |
| 101 | 1434 | 280 | 56 | 26 | 412 | NA | 208 | NA | NA | 1570 | 28 | 451 | NA | 290 | 104 |
| 87 | 1347 | 238 | 55 | 36 | 430 | NA | 184 | NA | NA | 1505 | 40 | 480 | NA | 298 | 96 |
| 98 | 1423 | 249 | 48 | 25 | 429 | NA | 153 | NA | NA | 1590 | 28 | 479 | NA | 294 | 75 |
| 72 | 1198 | 194 | 53 | 22 | 390 | NA | 123 | NA | NA | 1268 | 23 | 413 | NA | 288 | 72 |
| 101 | 1331 | 197 | 93 | 22 | 427 | NA | 217 | NA | NA | 1409 | 23 | 452 | NA | 259 | 97 |
| 110 | 1483 | 206 | 113 | 21 | 442 | NA | 224 | NA | NA | 1602 | 23 | 477 | NA | 248 | 126 |
| 108 | 1652 | 254 | 100 | 38 | 455 | NA | 242 | NA | NA | 1772 | 41 | 488 | NA | 245 | 107 |
| 106 | 1484 | 176 | 85 | 31 | 581 | 551 | 246 | 200 | NA | 1582 | 33 | 619 | 587 | 227 | 124 |
| 46 | 1283 | 195 | 77 | 17 | 465 | 676 | 135 | 95 | NA | 1367 | 18 | 496 | 720 | 360 | 126 |
| 38 | 1283 | 179 | 69 | 20 | 430 | 668 | 160 | NA | NA | 1358 | 21 | 455 | 707 | 330 | 133 |
| 58 | 1372 | 187 | 66 | 18 | 461 | 550 | 119 | NA | NA | 1453 | 19 | 488 | 582 | 266 | 112 |
| 66 | 1315 | 157 | 56 | 28 | 434 | 614 | 105 | NA | NA | 1664 | 35 | 549 | 777 | 289 | 172 |
| 42 | 1338 | 203 | 82 | 41 | 404 | 654 | 119 | NA | NA | 1548 | 47 | 467 | 757 | 297 | 111 |
| 50 | 1393 | 231 | 52 | 46 | 371 | 624 | 53 | 70 | NA | 1465 | 48 | 390 | 656 | 281 | 133 |
| 56 | 1585 | 271 | 68 | 87 | 449 | 598 | 72 | 58 | NA | 1678 | 92 | 475 | 633 | 293 | 152 |
| 68 | 1482 | 241 | 66 | 117 | 460 | 622 | 63 | 66 | NA | 1559 | 123 | 484 | 654 | 229 | 125 |
| 74 | 1500 | 244 | 68 | 56 | 474 | 551 | 77 | 66 | NA | 1599 | 60 | 505 | 587 | 240 | 135 |
| 76 | 1555 | 268 | 63 | 67 | 399 | 514 | 84 | 70 | NA | 1657 | 71 | 425 | 548 | 193 | 167 |
| 94 | 1768 | 318 | 84 | 81 | 483 | 460 | 71 | 63 | NA | 1884 | 86 | 515 | 490 | 228 | 158 |
| 104 | 1631 | 342 | 79 | 94 | 564 | 468 | 62 | 51 | NA | 1727 | 100 | 597 | 496 | 194 | 131 |
| 112 | 1662 | 311 | 82 | 132 | 586 | 475 | 66 | 41 | NA | 1795 | 143 | 633 | 513 | 160 | 126 |
| 107 | 1655 | 336 | 78 | 131 | 630 | 559 | 50 | 35 | NA | 1741 | 138 | 663 | 588 | 153 | 127 |
| 114 | 1646 | 331 | 68 | 126 | 563 | 579 | 27 | 25 | NA | 1754 | 134 | 600 | 617 | 149 | 161 |
| 99 | 1689 | 319 | 55 | 181 | 681 | 663 | 40 | 24 | NA | 1777 | 190 | 716 | 697 | 129 | 149 |
| 85 | 1630 | 320 | 60 | 149 | 671 | 663 | 36 | 36 | NA | 1749 | 160 | 720 | 711 | 218 | 130 |
| 73 | 1610 | 255 | 54 | 156 | 530 | 631 | 62 | 38 | NA | 1739 | 168 | 572 | 681 | 212 | 179 |
| 63 | 1598 | 264 | 48 | 122 | 516 | 655 | 47 | 38 | NA | 1737 | 133 | 561 | 712 | 205 | 163 |
| 56 | 1528 | 254 | 64 | 76 | 555 | 625 | 62 | 46 | NA | 1618 | 80 | 588 | 662 | 220 | 161 |
| 58 | 1500 | 298 | 64 | 101 | 625 | 598 | 102 | 51 | NA | 1609 | 108 | 671 | 642 | 212 | 161 |
| 56 | 1503 | 259 | 66 | 104 | 645 | 629 | 69 | 56 | NA | 1602 | 111 | 687 | 670 | 217 | 127 |
| 57 | 1463 | 255 | 56 | 110 | 585 | 690 | 50 | 35 | NA | 1539 | 116 | 615 | 726 | 250 | 138 |
| 67 | 1505 | 252 | 73 | 89 | 604 | 619 | 28 | 38 | NA | 1583 | 94 | 635 | 651 | 210 | 158 |
| 58 | 1383 | 224 | 48 | 35 | 463 | 515 | 46 | 47 | NA | 1455 | 37 | 487 | 542 | 198 | 130 |
| 52 | 1282 | 183 | 46 | 27 | 452 | 489 | 58 | 44 | NA | 1349 | 28 | 475 | 514 | 170 | 156 |
| 76 | 1435 | 178 | 49 | 38 | 444 | 515 | 44 | 34 | NA | 1510 | 40 | 467 | 542 | 183 | 134 |
| 56 | 1401 | 217 | 40 | 36 | 485 | 500 | 27 | 49 | NA | 1513 | 39 | 524 | 540 | 164 | 173 |
| 52 | 1385 | 231 | 54 | 42 | 507 | 625 | 41 | 32 | NA | 1457 | 44 | 533 | 657 | 176 | 148 |
| 88 | 1415 | 243 | 49 | 72 | 764 | 550 | 42 | 34 | NA | 1489 | 76 | 804 | 579 | 119 | 189 |
| 85 | 1400 | 225 | 52 | 86 | 824 | 519 | 38 | 26 | NA | 1473 | 90 | 867 | 546 | 147 | 228 |
| 55 | 1432 | 215 | 56 | 105 | 721 | 519 | 44 | 26 | NA | 1506 | 110 | 758 | 546 | 163 | 219 |
| 74 | 1453 | 276 | 45 | 107 | 712 | 594 | 49 | 38 | NA | 1528 | 113 | 749 | 625 | 142 | 215 |
| 62 | 1471 | 216 | 40 | 122 | 524 | 633 | 43 | 25 | NA | 1547 | 128 | 551 | 666 | 143 | 169 |
| 54 | 1292 | 201 | 43 | 99 | 530 | 712 | 32 | 31 | NA | 1359 | 104 | 558 | 749 | 175 | 171 |
| 66 | 1467 | 199 | 48 | 127 | 487 | 763 | 23 | 38 | NA | 1543 | 134 | 512 | 803 | 154 | 183 |
| 62 | 1336 | 206 | 42 | 176 | 385 | 805 | 37 | 29 | NA | 1415 | 186 | 408 | 852 | 132 | 172 |
| 77 | 1364 | 206 | 53 | 145 | 475 | 786 | 23 | 38 | NA | 1435 | 153 | 500 | 827 | 131 | 175 |
| 69 | 1455 | 243 | 45 | 123 | 506 | 821 | 36 | 25 | NA | 1531 | 129 | 532 | 864 | 167 | 164 |
| 61 | 1350 | 217 | 47 | 91 | 584 | 777 | 58 | 22 | NA | 1358 | 92 | 588 | 782 | 175 | 161 |
| 72 | 1467 | 220 | 58 | 116 | 556 | 803 | 76 | 21 | NA | 1467 | 116 | 556 | 803 | 132 | 131 |
| 73 | 1356 | 225 | 38 | 95 | 529 | 829 | 47 | 26 | NA | 1356 | 95 | 529 | 829 | 124 | 131 |
| 57 | 1321 | 216 | 29 | 166 | 548 | 1104 | 34 | 20 | NA | 1321 | 166 | 548 | 1104 | 154 | 152 |
| 59 | 1294 | 186 | 59 | 110 | 521 | 1020 | 110 | 51 | NA | 1294 | 110 | 521 | 1020 | 139 | 142 |
| 75 | 1275 | 215 | 57 | 71 | 426 | 994 | 134 | 51 | NA | 1291 | 72 | 431 | 1006 | 141 | 156 |
| 62 | 1252 | 213 | 50 | 69 | 455 | 1025 | 133 | 59 | NA | 1260 | 69 | 458 | 1031 | 133 | 121 |
| 82 | 1300 | 192 | 40 | 94 | 472 | 1022 | 147 | 61 | NA | 1300 | 94 | 472 | 1022 | 145 | 136 |
| 89 | 1338 | 208 | 24 | 171 | 584 | 977 | 131 | 68 | NA | 1338 | 171 | 584 | 977 | 141 | 152 |
| 102 | 1392 | 196 | 25 | 161 | 545 | 1024 | 80 | 53 | NA | 1401 | 162 | 548 | 1030 | 118 | 158 |
| 97 | 1304 | 204 | 30 | 140 | 484 | 926 | 91 | 50 | NA | 1363 | 146 | 506 | 968 | 136 | 153 |
| 94 | 1431 | 216 | 28 | 147 | 595 | 919 | 128 | 57 | NA | 1431 | 147 | 595 | 919 | 137 | 170 |
| 90 | 1315 | 205 | 37 | 132 | 568 | 876 | 164 | 93 | NA | 1315 | 132 | 568 | 876 | 141 | 154 |
| 98 | 1376 | 220 | 33 | 151 | 609 | 846 | 183 | 82 | NA | 1376 | 151 | 609 | 846 | 143 | 140 |
| 63 | 1292 | 177 | 37 | 118 | 519 | 916 | 177 | 90 | NA | 1300 | 119 | 522 | 922 | 191 | 137 |
| 69 | 1304 | 200 | 31 | 100 | 433 | 800 | 144 | 117 | NA | 1304 | 100 | 433 | 800 | 179 | 145 |
| 54 | 1276 | 188 | 32 | 108 | 482 | 751 | 104 | 69 | NA | 1276 | 108 | 482 | 751 | 174 | 137 |
| 83 | 1424 | 212 | 35 | 137 | 506 | 824 | 175 | 82 | NA | 1424 | 137 | 506 | 824 | 130 | 115 |
| 95 | 1352 | 177 | 39 | 155 | 508 | 962 | 146 | 70 | NA | 2009 | 230 | 755 | 1430 | 120 | 110 |
| 68 | 1286 | 211 | 27 | 149 | 582 | 948 | 232 | 87 | NA | 1286 | 149 | 582 | 948 | 160 | 140 |
| 74 | 1447 | 237 | 28 | 121 | 524 | 872 | 235 | 98 | NA | 1447 | 121 | 524 | 872 | 157 | 157 |
| 77 | 1415 | 257 | 29 | 158 | 568 | 871 | 145 | 64 | NA | 1415 | 158 | 568 | 871 | 146 | 159 |
| 77 | 1475 | 230 | 34 | 155 | 508 | 861 | 117 | 58 | NA | 1475 | 155 | 508 | 861 | 140 | 137 |
| 76 | 1370 | 213 | 25 | 163 | 553 | 983 | 139 | 61 | NA | 1370 | 163 | 553 | 983 | 135 | 120 |
| 99 | 1414 | 220 | 25 | 127 | 562 | 855 | 157 | 55 | NA | 1414 | 127 | 562 | 855 | 129 | 159 |
| 103 | 1379 | 209 | 22 | 164 | 651 | 992 | 141 | 54 | NA | 1379 | 164 | 651 | 992 | 87 | 152 |
| 84 | 1342 | 246 | 19 | 159 | 642 | 981 | 151 | 64 | NA | 1342 | 159 | 642 | 981 | 107 | 150 |
| 96 | 1389 | 219 | 24 | 142 | 707 | 831 | 143 | 59 | NA | 1389 | 142 | 707 | 831 | 125 | 158 |
| 68 | 1408 | 260 | 21 | 158 | 622 | 1048 | 131 | 59 | NA | 1408 | 158 | 622 | 1048 | 111 | 161 |
| 72 | 1434 | 253 | 18 | 161 | 593 | 975 | 129 | 55 | NA | 2038 | 229 | 843 | 1386 | 125 | 149 |
| 75 | 1458 | 257 | 20 | 190 | 636 | 1025 | 126 | 52 | NA | 1640 | 214 | 716 | 1153 | 114 | 170 |
| 78 | 1492 | 283 | 21 | 243 | 640 | 1114 | 58 | 35 | NA | 1492 | 243 | 640 | 1114 | 102 | 195 |
| 65 | 1451 | 274 | 23 | 197 | 642 | 1181 | 71 | 36 | NA | 1451 | 197 | 642 | 1181 | 121 | 170 |
| 74 | 1413 | 295 | 13 | 149 | 633 | 1122 | 131 | 47 | NA | 1413 | 149 | 633 | 1122 | 141 | 155 |
| 87 | 1430 | 287 | 20 | 235 | 770 | 1129 | 70 | 37 | NA | 1430 | 235 | 770 | 1129 | 122 | 162 |
| 92 | 1510 | 283 | 23 | 240 | 755 | 1166 | 40 | 15 | 52 | 1519 | 241 | 760 | 1173 | 135 | 165 |
| 102 | 1469 | 334 | 22 | 199 | 640 | 1021 | 68 | 29 | 88 | 1469 | 199 | 640 | 1021 | 125 | 151 |
| 96 | 1398 | 317 | 24 | 176 | 556 | 898 | 48 | 14 | 59 | 1398 | 176 | 556 | 898 | 107 | 145 |
| 91 | 1545 | 336 | 15 | 189 | 608 | 1061 | 47 | 22 | 55 | 1545 | 189 | 608 | 1061 | 91 | 172 |
| 88 | 1476 | 310 | 20 | 155 | 537 | 819 | 31 | 22 | 52 | 1476 | 155 | 537 | 819 | 88 | 166 |
| 93 | 1429 | 266 | 22 | 175 | 650 | 976 | 61 | 20 | 50 | 1429 | 175 | 650 | 976 | 84 | 173 |
| 36 | 1674 | 216 | 54 | 0 | 72 | 72 | 0 | 54 | NA | 30132 | 0 | 1296 | 1296 | 1728 | NA |
| 76 | 1509 | 213 | 143 | 44 | 720 | 475 | 315 | NA | NA | 1910 | 56 | 911 | 601 | 648 | NA |
| 69 | 1446 | 194 | 97 | 37 | 443 | 621 | 165 | NA | NA | 1562 | 40 | 478 | 671 | 273 | 99 |
| 91 | 1396 | 191 | 85 | 21 | 474 | 594 | 237 | NA | NA | 1478 | 22 | 502 | 629 | 184 | 104 |
| 89 | 1426 | 192 | 45 | 11 | 270 | 354 | NA | NA | NA | 3080 | 24 | 583 | 765 | 780 | 78 |
| 109 | 1607 | 246 | 83 | 33 | 321 | 443 | NA | NA | NA | 2656 | 55 | 531 | 732 | 965 | NA |
| 92 | 1600 | 253 | 151 | 39 | 232 | 643 | NA | NA | NA | 2422 | 59 | 351 | 974 | 693 | NA |
| 80 | 1590 | 244 | 110 | 43 | 323 | 593 | NA | NA | NA | 2300 | 62 | 467 | 858 | 697 | NA |
| 76 | 1370 | 230 | 98 | 25 | 454 | 836 | 341 | NA | NA | 1644 | 30 | 545 | 1003 | 764 | NA |
| 99 | 1473 | 223 | 108 | 38 | 369 | 576 | 529 | NA | NA | 1794 | 46 | 449 | 702 | 579 | NA |
| 66 | 1297 | 222 | 63 | 29 | 583 | 663 | 374 | NA | NA | 1592 | 36 | 716 | 814 | 556 | NA |
| 56 | 1351 | 216 | 56 | 20 | 302 | 741 | NA | NA | NA | 1954 | 29 | 437 | 1072 | 775 | NA |
| 101 | 1387 | 206 | 94 | 37 | 401 | 733 | 321 | NA | NA | 1971 | 53 | 570 | 1042 | 558 | NA |
| 99 | 1671 | 281 | 117 | 62 | 507 | 456 | 468 | NA | NA | 2201 | 82 | 668 | 601 | 620 | NA |
| 86 | 1272 | 188 | 57 | 20 | 334 | 604 | 307 | NA | NA | 1585 | 25 | 416 | 753 | 528 | NA |
| 80 | 1592 | 274 | 66 | 56 | 501 | 450 | 343 | NA | NA | 2031 | 71 | 639 | 574 | 594 | NA |
| 96 | 1567 | 272 | 96 | 28 | 646 | 498 | 414 | NA | NA | 1938 | 35 | 799 | 616 | 490 | NA |
| 80 | 1471 | 213 | 60 | 25 | 570 | 487 | 274 | NA | NA | 1739 | 30 | 674 | 576 | 524 | NA |
| 92 | 1504 | 238 | 101 | 53 | 559 | 545 | 229 | NA | NA | 1592 | 56 | 592 | 577 | 416 | NA |
| 90 | 1950 | 309 | 113 | 100 | 588 | 421 | 254 | NA | NA | 2449 | 126 | 738 | 529 | 399 | NA |
| 90 | 2192 | 319 | 166 | 51 | 628 | 310 | 346 | NA | NA | 2774 | 65 | 795 | 392 | 428 | NA |
| 77 | 1722 | 292 | 105 | 61 | 546 | 370 | 238 | NA | NA | 2146 | 76 | 680 | 461 | 390 | NA |
| 68 | 1708 | 261 | 102 | 49 | 490 | 367 | 200 | NA | NA | 2096 | 60 | 601 | 450 | 363 | NA |
| 85 | 1556 | 259 | 88 | 36 | 513 | 415 | 198 | NA | NA | 1692 | 39 | 558 | 451 | 412 | NA |
| 100 | 1719 | 257 | 88 | 33 | 470 | 363 | 226 | NA | NA | 1832 | 35 | 501 | 387 | 404 | NA |
| 88 | 1689 | 220 | 96 | 34 | 517 | 439 | 241 | NA | NA | 1983 | 40 | 607 | 515 | 387 | 147 |
| 96 | 1475 | 224 | 67 | 28 | 498 | 635 | 230 | NA | NA | 1707 | 32 | 576 | 735 | 303 | 75 |
| 66 | 1347 | 130 | 51 | 6 | 421 | 569 | 128 | NA | NA | 1593 | 7 | 498 | 673 | 361 | 96 |
| 59 | 1540 | 223 | 74 | 14 | 406 | NA | 144 | NA | NA | 1848 | 17 | 487 | NA | 359 | 91 |
| 75 | 1253 | 209 | 50 | 13 | 457 | NA | 191 | NA | NA | 1327 | 14 | 484 | NA | 287 | 88 |
| 91 | 1227 | 179 | 72 | 13 | 467 | NA | 170 | NA | NA | 1352 | 14 | 515 | NA | 282 | 115 |
| 87 | 1287 | 204 | 72 | 12 | 351 | NA | 210 | NA | NA | 1354 | 13 | 369 | NA | 250 | 79 |
| 78 | 1300 | 196 | 56 | 13 | 391 | NA | 196 | NA | NA | 1376 | 14 | 414 | NA | 255 | 103 |
| 83 | 1397 | 236 | 75 | 23 | 536 | 592 | 211 | NA | NA | 1479 | 24 | 568 | 627 | 273 | 140 |
| 84 | 1393 | 228 | 60 | 64 | 522 | 627 | 163 | NA | NA | 1485 | 68 | 556 | 668 | 246 | 120 |
| 78 | 1443 | 260 | 72 | 46 | 495 | 655 | 169 | NA | NA | 1538 | 49 | 528 | 698 | 246 | 104 |
| 94 | 1537 | 276 | 84 | 78 | 411 | 620 | 167 | NA | NA | 1649 | 84 | 441 | 665 | 229 | 120 |
| 78 | 1415 | 222 | 55 | 65 | 497 | 600 | 153 | NA | NA | 1489 | 68 | 523 | 631 | 341 | 85 |
| 96 | 1296 | 215 | 42 | 62 | 490 | 639 | 129 | 120 | NA | 1381 | 66 | 522 | 681 | 230 | 106 |
| 96 | 1317 | 236 | 56 | 44 | 422 | 605 | 158 | NA | NA | 1394 | 47 | 447 | 641 | 248 | 126 |
| 93 | 1345 | 240 | 64 | 41 | 464 | 568 | 116 | NA | NA | 1433 | 44 | 495 | 605 | 226 | 119 |
| 72 | 1346 | 208 | 37 | 33 | 456 | 527 | 128 | NA | NA | 1773 | 43 | 601 | 694 | 278 | 120 |
| 56 | 1408 | 246 | 59 | 50 | 382 | 555 | 135 | NA | NA | 1665 | 59 | 452 | 656 | 259 | 132 |
| 54 | 1591 | 250 | 53 | 93 | 309 | 647 | 69 | 84 | NA | 1674 | 98 | 325 | 681 | 309 | 134 |
| 60 | 1627 | 284 | 58 | 123 | 476 | 647 | 51 | 64 | NA | 1723 | 130 | 504 | 685 | 235 | 161 |
| 53 | 1607 | 272 | 41 | 118 | 436 | 585 | 74 | 77 | NA | 1690 | 124 | 459 | 615 | 224 | 181 |
| 59 | 1565 | 275 | 60 | 101 | 410 | 485 | 61 | 72 | NA | 1679 | 108 | 440 | 520 | 188 | 180 |
| 72 | 1692 | 305 | 61 | 106 | 483 | 574 | 51 | 62 | NA | 1792 | 112 | 511 | 608 | 223 | 156 |
| 62 | 1587 | 262 | 54 | 80 | 453 | 514 | 50 | NA | NA | 1703 | 86 | 486 | 551 | 239 | 164 |
| 54 | 1564 | 227 | 48 | 60 | 457 | 507 | 72 | NA | NA | 1645 | 63 | 481 | 533 | 177 | 160 |
| 46 | 1488 | 274 | 50 | 91 | 536 | 544 | 56 | NA | NA | 1586 | 97 | 571 | 580 | 191 | 182 |
| 75 | 1793 | 323 | 54 | 162 | 607 | 498 | 62 | NA | NA | 1898 | 172 | 643 | 527 | 200 | 162 |
| 55 | 1876 | 363 | 46 | 133 | 473 | 483 | 36 | NA | NA | 1973 | 140 | 498 | 508 | 251 | 178 |
| 69 | 1580 | 315 | 55 | 85 | 460 | 518 | 44 | NA | NA | 1662 | 89 | 484 | 545 | 215 | 157 |
| 82 | 1692 | 347 | 70 | 128 | 469 | 575 | 75 | NA | NA | 1780 | 135 | 493 | 605 | 204 | 140 |
| 68 | 1552 | 264 | 34 | 97 | 415 | 700 | 55 | NA | NA | 1643 | 103 | 439 | 741 | 241 | 154 |
| 57 | 1618 | 263 | 48 | 108 | 474 | 616 | 53 | NA | NA | 1702 | 114 | 499 | 648 | 249 | 151 |
| 65 | 1569 | 273 | 39 | 109 | 506 | 678 | 70 | NA | NA | 1661 | 115 | 536 | 718 | 195 | 166 |
| 49 | 1423 | 252 | 31 | 43 | 457 | 548 | 41 | NA | NA | 1537 | 46 | 494 | 592 | 217 | 146 |
| 48 | 1439 | 249 | 43 | 53 | 452 | 521 | 50 | NA | NA | 1544 | 57 | 485 | 559 | 183 | 143 |
| 53 | 1297 | 191 | 37 | 79 | 461 | 558 | 26 | NA | NA | 1373 | 84 | 488 | 591 | 192 | 144 |
| 45 | 1343 | 198 | 40 | 67 | 474 | 627 | 68 | NA | NA | 1413 | 70 | 499 | 660 | 196 | 155 |
| 45 | 1260 | 180 | 40 | 47 | 421 | 524 | 40 | NA | NA | 1352 | 50 | 452 | 562 | 207 | 158 |
| 67 | 1390 | 196 | 38 | 69 | 525 | 585 | 31 | NA | NA | 1462 | 73 | 552 | 615 | 197 | 150 |
| 65 | 1409 | 211 | 44 | 58 | 498 | 529 | 34 | NA | NA | 1492 | 61 | 527 | 560 | 187 | 146 |
| 73 | 1421 | 220 | 42 | 84 | 439 | 621 | 43 | NA | NA | 1495 | 88 | 462 | 653 | 155 | 151 |
| 65 | 1424 | 221 | 55 | 63 | 488 | 625 | 63 | NA | NA | 1498 | 66 | 513 | 657 | 160 | 147 |
| 85 | 1419 | 244 | 58 | 128 | 555 | 705 | 28 | NA | NA | 1493 | 135 | 584 | 742 | 166 | 148 |
| 96 | 1515 | 237 | 58 | 131 | 563 | 599 | 35 | NA | NA | 1594 | 138 | 592 | 630 | 159 | 163 |
| 77 | 1456 | 209 | 49 | 114 | 531 | 552 | 66 | 29 | NA | 1532 | 120 | 559 | 581 | 145 | 154 |
| 92 | 1423 | 249 | 47 | 98 | 568 | 562 | 63 | 43 | NA | 1497 | 103 | 598 | 591 | 158 | 153 |
| 87 | 1473 | 240 | 65 | 121 | 558 | 628 | 44 | 22 | NA | 1550 | 127 | 587 | 661 | 155 | 169 |
| 79 | 1456 | 256 | 61 | 107 | 635 | 652 | 32 | 28 | NA | 1532 | 113 | 668 | 686 | 153 | 140 |
| 81 | 1379 | 224 | 46 | 123 | 562 | 797 | 60 | 27 | NA | 1451 | 129 | 591 | 838 | 143 | 123 |
| 67 | 1301 | 206 | 40 | 119 | 524 | 903 | 41 | 48 | NA | 1369 | 125 | 551 | 950 | 162 | 139 |
| 62 | 1299 | 206 | 46 | 104 | 471 | 1109 | 47 | 50 | NA | 1366 | 109 | 495 | 1167 | 163 | 136 |
| 49 | 1331 | 195 | 53 | 108 | 500 | 976 | 59 | 32 | NA | 1400 | 114 | 526 | 1027 | 151 | 188 |
| 82 | 1419 | 200 | 39 | 143 | 534 | 929 | 79 | 42 | NA | 1428 | 144 | 537 | 935 | 139 | 168 |
| 87 | 1390 | 228 | 54 | 126 | 403 | 955 | 56 | 39 | NA | 1390 | 126 | 403 | 955 | 142 | 147 |
| 92 | 1415 | 241 | 51 | 130 | 440 | 924 | 30 | 35 | NA | 1415 | 130 | 440 | 924 | 156 | 150 |
| 82 | 1306 | 221 | 47 | 103 | 545 | 1033 | 79 | 62 | NA | 1306 | 103 | 545 | 1033 | 137 | 174 |
| 76 | 1253 | 178 | 30 | 100 | 462 | 1003 | 58 | 51 | NA | 1253 | 100 | 462 | 1003 | 127 | 163 |
| 63 | 1304 | 227 | 35 | 137 | 549 | 1130 | 73 | 49 | NA | 1304 | 137 | 549 | 1130 | 136 | 157 |
| 67 | 1289 | 209 | 35 | 123 | 499 | 1031 | 63 | 39 | NA | 1289 | 123 | 499 | 1031 | 121 | 158 |
| 61 | 1288 | 208 | 37 | 102 | 506 | 966 | 44 | 52 | NA | 1338 | 106 | 525 | 1003 | 120 | 147 |
| 71 | 1381 | 218 | 29 | 134 | 476 | 979 | 51 | 47 | NA | 1381 | 134 | 476 | 979 | 134 | 179 |
| 80 | 1434 | 233 | 50 | 95 | 469 | 822 | 115 | 58 | NA | 1434 | 95 | 469 | 822 | 148 | 168 |
| 86 | 1506 | 283 | 42 | 125 | 610 | 960 | 126 | 57 | NA | 1506 | 125 | 610 | 960 | 152 | 156 |
| 101 | 1505 | 259 | 45 | 110 | 542 | 793 | 127 | 70 | NA | 1505 | 110 | 542 | 793 | 115 | 148 |
| 101 | 1548 | 266 | 56 | 186 | 573 | 806 | 135 | 68 | NA | 1548 | 186 | 573 | 806 | 120 | 168 |
| 90 | 1404 | 248 | 32 | 133 | 552 | 866 | 152 | 58 | NA | 1404 | 133 | 552 | 866 | 104 | 156 |
| 84 | 1453 | 250 | 53 | 119 | 602 | 764 | 128 | 76 | NA | 1453 | 119 | 602 | 764 | 106 | 148 |
| 91 | 1517 | 272 | 54 | 117 | 472 | 708 | 140 | 62 | NA | 1517 | 117 | 472 | 708 | 136 | 136 |
| 81 | 1494 | 248 | 51 | 147 | 555 | 1084 | 186 | 60 | NA | 1494 | 147 | 555 | 1084 | 161 | 112 |
| 75 | 1343 | 238 | 47 | 141 | 527 | 1095 | 122 | 51 | NA | 1343 | 141 | 527 | 1095 | 139 | 142 |
| 87 | 1395 | 268 | 39 | 155 | 593 | 1161 | 154 | 59 | NA | 1404 | 156 | 597 | 1168 | 138 | 158 |
| 80 | 1390 | 248 | 51 | 169 | 587 | 1109 | 111 | 49 | NA | 1390 | 169 | 587 | 1109 | 121 | 137 |
| 65 | 1302 | 248 | 31 | 107 | 492 | 987 | 113 | 49 | NA | 1310 | 108 | 495 | 993 | 146 | 140 |
| 67 | 1324 | 215 | 36 | 123 | 558 | 926 | 106 | 50 | NA | 1324 | 123 | 558 | 926 | 133 | 136 |
| 77 | 1410 | 237 | 27 | 103 | 582 | 915 | 108 | 35 | NA | 1410 | 103 | 582 | 915 | 117 | 150 |
| 78 | 1332 | 248 | 33 | 111 | 490 | 1026 | 92 | 30 | NA | 1332 | 111 | 490 | 1026 | 116 | 111 |
| 70 | 1392 | 255 | 36 | 118 | 509 | 1059 | 127 | 31 | NA | 1392 | 118 | 509 | 1059 | 131 | 128 |
| 97 | 1555 | 297 | 51 | 156 | 665 | 1049 | 91 | 32 | NA | 1555 | 156 | 665 | 1049 | 141 | 123 |
| 76 | 1448 | 293 | 39 | 113 | 558 | 1002 | 94 | 34 | NA | 2040 | 159 | 786 | 1412 | 132 | 135 |
| 67 | 1405 | 249 | 39 | 132 | 536 | 1092 | 117 | 41 | NA | 1405 | 132 | 536 | 1092 | 115 | 145 |
| 75 | 1482 | 286 | 36 | 126 | 508 | 1080 | 97 | 45 | NA | 1482 | 126 | 508 | 1080 | 110 | 131 |
| 77 | 1539 | 302 | 44 | 161 | 631 | 1081 | 125 | 35 | NA | 1539 | 161 | 631 | 1081 | 100 | 143 |
| 65 | 1386 | 304 | 40 | 144 | 611 | 1117 | 102 | 30 | 44 | 1386 | 144 | 611 | 1117 | 100 | 136 |
| 86 | 1431 | 295 | 29 | 164 | 551 | 1125 | 153 | 47 | 43 | 1431 | 164 | 551 | 1125 | 91 | 145 |
| 80 | 1437 | 327 | 41 | 166 | 644 | 1102 | 105 | 43 | 53 | 1446 | 167 | 648 | 1109 | 89 | 157 |
| 86 | 1448 | 325 | 27 | 166 | 651 | 1155 | 72 | 29 | 55 | 1448 | 166 | 651 | 1155 | 97 | 146 |
| 86 | 1505 | 303 | 23 | 215 | 645 | 1133 | 100 | 27 | 58 | 1505 | 215 | 645 | 1133 | 81 | 142 |
| 88 | 1494 | 282 | 35 | 167 | 639 | 1083 | 116 | 27 | 56 | 1494 | 167 | 639 | 1083 | 90 | 132 |
| 85 | 1518 | 294 | 41 | 216 | 626 | 1203 | 92 | 25 | 95 | 1518 | 216 | 626 | 1203 | 104 | 153 |
| 51 | 1494 | 261 | 85 | 17 | 249 | 979 | NA | NA | NA | 3612 | 41 | 602 | 2367 | 1211 | NA |
| 84 | 1667 | 231 | 140 | 61 | 533 | 397 | 251 | NA | NA | 2061 | 75 | 659 | 491 | 631 | NA |
| 85 | 1516 | 212 | 143 | 64 | 521 | 639 | 174 | NA | NA | 1767 | 75 | 607 | 745 | 453 | NA |
| 81 | 1516 | 228 | 123 | 37 | 187 | 380 | NA | NA | NA | 3149 | 77 | 388 | 789 | 825 | 83 |
| 51 | 1475 | 198 | 96 | 21 | 268 | 570 | NA | NA | NA | 2438 | 35 | 443 | 942 | 836 | NA |
| 45 | 1166 | 158 | 75 | 3 | 215 | 617 | NA | NA | NA | 1749 | 5 | 323 | 926 | 785 | NA |
| 82 | 1394 | 180 | 115 | 7 | 276 | 784 | NA | NA | NA | 2034 | 10 | 403 | 1144 | 616 | NA |
| 95 | 1385 | 220 | 114 | 19 | 565 | 843 | 307 | NA | NA | 1638 | 22 | 668 | 997 | 576 | NA |
| 72 | 1491 | 239 | 102 | 26 | 417 | 498 | 289 | NA | NA | 1948 | 34 | 545 | 651 | 555 | NA |
| 80 | 1294 | 181 | 59 | 17 | 235 | 705 | 347 | NA | NA | 1564 | 21 | 284 | 852 | 503 | NA |
| 27 | 1296 | 191 | 51 | 24 | 486 | 546 | 248 | NA | NA | 1544 | 29 | 579 | 650 | 723 | NA |
| 85 | 1364 | 151 | 114 | 40 | 461 | 480 | 235 | NA | NA | 1444 | 42 | 488 | 508 | 508 | NA |
| 102 | 1817 | 221 | 159 | 46 | 674 | 343 | 264 | NA | NA | 2282 | 58 | 846 | 431 | 435 | NA |
| 87 | 1656 | 233 | 109 | 32 | 461 | 367 | 315 | NA | NA | 2032 | 39 | 566 | 450 | 481 | NA |
| 83 | 1722 | 212 | 118 | 34 | 486 | 359 | 273 | NA | NA | 2163 | 43 | 610 | 451 | 398 | NA |
| 74 | 1566 | 173 | 134 | 31 | 444 | 413 | 210 | NA | NA | 1937 | 38 | 549 | 511 | 428 | NA |
| 79 | 1437 | 153 | 96 | 15 | 368 | 375 | 117 | NA | NA | 1573 | 16 | 403 | 410 | 372 | NA |
| 92 | 1529 | 216 | 117 | 30 | 381 | 374 | 203 | NA | NA | 1782 | 35 | 444 | 436 | 375 | 124 |
| 105 | 1640 | 212 | 107 | 34 | 450 | 575 | 237 | NA | NA | 1911 | 40 | 524 | 670 | 332 | 113 |
| 120 | 1643 | 220 | 111 | 21 | 434 | 520 | 259 | NA | NA | 1915 | 24 | 506 | 606 | 288 | 101 |
| 105 | 1654 | 241 | 127 | 39 | 421 | NA | 199 | NA | NA | 1914 | 45 | 487 | NA | 334 | 116 |
| 92 | 1411 | 174 | 108 | 16 | 414 | NA | 188 | NA | NA | 1494 | 17 | 438 | NA | 308 | 98 |
| 102 | 1466 | 201 | 96 | 23 | 404 | NA | 214 | NA | NA | 1552 | 24 | 428 | NA | 270 | 119 |
| 98 | 1390 | 174 | 71 | 13 | 449 | NA | 172 | NA | NA | 1472 | 14 | 475 | NA | 233 | 115 |
| 96 | 1327 | 140 | 82 | 20 | 493 | NA | 278 | NA | NA | 1396 | 21 | 519 | NA | 266 | 79 |
| 103 | 1329 | 170 | 103 | 26 | 442 | NA | 196 | NA | NA | 1398 | 27 | 465 | NA | 237 | 78 |
| 117 | 1420 | 232 | 98 | 27 | 511 | NA | 197 | NA | NA | 1513 | 29 | 545 | NA | 237 | 107 |
| 91 | 1444 | 227 | 88 | 35 | 463 | 555 | 157 | NA | NA | 1529 | 37 | 490 | 588 | 259 | 108 |
| 100 | 1602 | 238 | 138 | 42 | 451 | 551 | 190 | NA | NA | 1719 | 45 | 484 | 591 | 181 | 134 |
| 85 | 1504 | 228 | 94 | 38 | 425 | 593 | 197 | NA | NA | 1635 | 41 | 462 | 645 | 246 | 102 |
| 73 | 1259 | 156 | 83 | 19 | 438 | 640 | 155 | NA | NA | 1324 | 20 | 461 | 673 | 235 | 101 |
| 77 | 1324 | 207 | 96 | 25 | 441 | 690 | 191 | 117 | NA | 1393 | 26 | 464 | 726 | 225 | 105 |
| 68 | 1311 | 155 | 96 | 21 | 391 | 650 | 182 | NA | NA | 1379 | 22 | 411 | 684 | 274 | 102 |
| 54 | 1294 | 168 | 64 | 9 | 420 | 610 | 158 | NA | NA | 1361 | 9 | 442 | 642 | 264 | 125 |
| 84 | 1317 | 139 | 93 | 19 | 481 | 369 | 259 | NA | NA | 1707 | 25 | 623 | 478 | 232 | 140 |
| 83 | 1319 | 152 | 96 | 20 | 401 | 444 | 228 | NA | NA | 1537 | 23 | 467 | 517 | 186 | 104 |
| 83 | 1412 | 170 | 95 | 17 | 393 | 426 | 190 | 123 | NA | 1485 | 18 | 413 | 448 | 196 | 125 |
| 95 | 1623 | 245 | 110 | 39 | 361 | 393 | 142 | 98 | NA | 1718 | 41 | 382 | 416 | 181 | 137 |
| 89 | 1786 | 251 | 116 | 55 | 445 | 343 | 153 | 62 | NA | 1879 | 58 | 468 | 361 | 197 | 133 |
| 92 | 1675 | 236 | 117 | 52 | 428 | 381 | 162 | 79 | NA | 1762 | 55 | 450 | 401 | 188 | 165 |
| 95 | 1606 | 235 | 129 | 47 | 388 | 419 | 192 | 97 | NA | 1700 | 50 | 411 | 444 | 194 | 170 |
| 101 | 1748 | 335 | 111 | 83 | 528 | 384 | 168 | 67 | NA | 1851 | 88 | 559 | 407 | 237 | 181 |
| 89 | 1603 | 257 | 112 | 47 | 460 | 371 | 96 | NA | NA | 1697 | 50 | 487 | 393 | 233 | 170 |
| 99 | 1734 | 271 | 82 | 57 | 460 | 373 | 68 | NA | NA | 1824 | 60 | 484 | 392 | 197 | 137 |
| 91 | 1768 | 262 | 107 | 55 | 464 | 375 | 68 | NA | NA | 1884 | 59 | 495 | 400 | 214 | 131 |
| 93 | 1761 | 302 | 123 | 64 | 533 | 355 | 100 | NA | NA | 1865 | 68 | 564 | 376 | 192 | 144 |
| 84 | 1706 | 300 | 125 | 90 | 520 | 472 | 80 | NA | NA | 1795 | 95 | 547 | 497 | 227 | 173 |
| 79 | 1499 | 256 | 74 | 43 | 519 | 478 | 62 | NA | NA | 1577 | 45 | 546 | 503 | 203 | 176 |
| 90 | 1623 | 288 | 95 | 50 | 377 | 405 | 75 | NA | NA | 1707 | 53 | 397 | 426 | 195 | 130 |
| 92 | 1628 | 262 | 88 | 41 | 385 | 351 | 36 | NA | NA | 1713 | 43 | 405 | 369 | 175 | 140 |
| 80 | 1664 | 303 | 83 | 56 | 475 | 430 | 48 | NA | NA | 1797 | 60 | 513 | 464 | 157 | 127 |
| 91 | 1634 | 270 | 95 | 70 | 484 | 463 | 32 | NA | NA | 1730 | 74 | 512 | 490 | 201 | 100 |
| 88 | 1679 | 298 | 84 | 63 | 544 | 528 | 39 | NA | NA | 1766 | 66 | 572 | 555 | 209 | 119 |
| 90 | 1631 | 235 | 90 | 49 | 487 | 505 | 34 | NA | NA | 1716 | 52 | 512 | 531 | 190 | 142 |
| 93 | 1632 | 286 | 71 | 70 | 524 | 442 | 51 | NA | NA | 1763 | 76 | 566 | 477 | 176 | 181 |
| 72 | 1538 | 276 | 64 | 67 | 505 | 445 | 47 | NA | NA | 1628 | 71 | 535 | 471 | 178 | 162 |
| 82 | 1589 | 290 | 72 | 80 | 582 | 520 | 73 | NA | NA | 1672 | 84 | 612 | 547 | 228 | 168 |
| 85 | 1491 | 245 | 68 | 59 | 575 | 543 | 62 | NA | NA | 1568 | 62 | 605 | 571 | 204 | 137 |
| 73 | 1378 | 191 | 54 | 60 | 592 | 591 | 45 | NA | NA | 1519 | 66 | 652 | 651 | 201 | 142 |
| 84 | 1474 | 252 | 77 | 44 | 603 | 595 | 67 | NA | NA | 1551 | 46 | 634 | 626 | 179 | 167 |
| 95 | 1526 | 263 | 85 | 74 | 607 | 652 | 92 | NA | NA | 1616 | 78 | 643 | 690 | 202 | 129 |
| 86 | 1499 | 272 | 59 | 76 | 621 | 505 | 85 | NA | NA | 1577 | 80 | 653 | 531 | 187 | 148 |
| 66 | 1368 | 212 | 55 | 63 | 623 | 584 | 50 | NA | NA | 1439 | 66 | 655 | 614 | 194 | 134 |
| 65 | 1457 | 227 | 46 | 164 | 639 | 723 | 32 | NA | NA | 1533 | 173 | 672 | 761 | 157 | 138 |
| 87 | 1460 | 201 | 57 | 114 | 610 | 608 | 72 | NA | NA | 1536 | 120 | 642 | 640 | 142 | 158 |
| 75 | 1420 | 201 | 43 | 133 | 576 | 583 | 50 | NA | NA | 1494 | 140 | 606 | 613 | 139 | 182 |
| 60 | 1487 | 240 | 62 | 146 | 597 | 734 | 46 | NA | NA | 1574 | 155 | 632 | 777 | 144 | 175 |
| 67 | 1443 | 229 | 59 | 144 | 586 | 647 | 31 | 28 | NA | 1518 | 151 | 616 | 681 | 179 | 187 |
| 53 | 1364 | 187 | 52 | 104 | 551 | 752 | 43 | 41 | NA | 1435 | 109 | 580 | 791 | 171 | 146 |
| 56 | 1325 | 190 | 60 | 80 | 595 | 775 | 22 | 14 | NA | 1394 | 84 | 626 | 815 | 182 | 143 |
| 69 | 1410 | 209 | 60 | 116 | 403 | 791 | 25 | 35 | NA | 1483 | 122 | 424 | 832 | 170 | 147 |
| 65 | 1522 | 243 | 63 | 97 | 393 | 771 | 48 | 37 | NA | 1601 | 102 | 413 | 811 | 179 | 150 |
| 88 | 1458 | 241 | 72 | 141 | 417 | 792 | 32 | 16 | NA | 1534 | 148 | 439 | 833 | 140 | 182 |
| 82 | 1487 | 242 | 44 | 118 | 465 | 752 | 34 | 27 | NA | 1564 | 124 | 489 | 791 | 162 | 174 |
| 79 | 1523 | 244 | 60 | 135 | 450 | 758 | 27 | 32 | NA | 1602 | 142 | 473 | 797 | 158 | 199 |
| 94 | 1477 | 241 | 65 | 109 | 435 | 841 | 50 | 39 | NA | 1486 | 110 | 438 | 846 | 153 | 178 |
| 74 | 1385 | 181 | 49 | 108 | 454 | 940 | 57 | 41 | NA | 1385 | 108 | 454 | 940 | 182 | 195 |
| 80 | 1469 | 225 | 54 | 121 | 408 | 970 | 39 | 33 | NA | 1469 | 121 | 408 | 970 | 177 | 179 |
| 90 | 1506 | 217 | 57 | 111 | 419 | 1008 | 51 | 38 | NA | 1506 | 111 | 419 | 1008 | 152 | 189 |
| 92 | 1586 | 238 | 66 | 158 | 405 | 1011 | 64 | 60 | NA | 1586 | 158 | 405 | 1011 | 141 | 215 |
| 81 | 1585 | 193 | 62 | 91 | 387 | 914 | 79 | 37 | NA | 1585 | 91 | 387 | 914 | 141 | 186 |
| 80 | 1404 | 180 | 44 | 80 | 422 | 953 | 130 | 59 | NA | 1404 | 80 | 422 | 953 | 139 | 162 |
| 88 | 1557 | 220 | 52 | 119 | 454 | 944 | 74 | 34 | NA | 1557 | 119 | 454 | 944 | 155 | 169 |
| 97 | 1555 | 223 | 61 | 154 | 469 | 919 | 65 | 31 | NA | 1555 | 154 | 469 | 919 | 133 | 164 |
| 100 | 1573 | 262 | 49 | 115 | 422 | 910 | 51 | 31 | NA | 1644 | 120 | 441 | 951 | 142 | 179 |
| 80 | 1465 | 257 | 44 | 154 | 432 | 842 | 23 | 30 | NA | 1465 | 154 | 432 | 842 | 151 | 156 |
| 88 | 1560 | 238 | 46 | 114 | 514 | 828 | 55 | 31 | NA | 1560 | 114 | 514 | 828 | 162 | 154 |
| 93 | 1453 | 257 | 47 | 139 | 471 | 837 | 49 | 28 | NA | 1462 | 140 | 474 | 842 | 152 | 148 |
| 92 | 1499 | 249 | 56 | 110 | 433 | 807 | 130 | 45 | NA | 1499 | 110 | 433 | 807 | 163 | 142 |
| 89 | 1399 | 240 | 54 | 116 | 483 | 879 | 214 | 91 | NA | 1408 | 117 | 486 | 884 | 167 | 134 |
| 98 | 1541 | 264 | 52 | 148 | 483 | 855 | 180 | 66 | NA | 1541 | 148 | 483 | 855 | 134 | 163 |
| 83 | 1469 | 249 | 38 | 116 | 452 | 760 | 209 | 102 | NA | 1469 | 116 | 452 | 760 | 137 | 154 |
| 73 | 1461 | 280 | 48 | 87 | 442 | 785 | 194 | 83 | NA | 2320 | 138 | 702 | 1247 | 137 | 168 |
| 84 | 1535 | 272 | 40 | 134 | 447 | 862 | 161 | 75 | NA | 1535 | 134 | 447 | 862 | 145 | 133 |
| 84 | 1460 | 238 | 29 | 121 | 497 | 873 | 124 | 77 | NA | 1460 | 121 | 497 | 873 | 115 | 165 |
| 57 | 1348 | 253 | 28 | 80 | 517 | 847 | 111 | 60 | NA | 1356 | 80 | 520 | 852 | 134 | 128 |
| 64 | 1366 | 273 | 33 | 111 | 569 | 929 | 152 | 84 | NA | 1366 | 111 | 569 | 929 | 142 | 134 |
| 80 | 1464 | 282 | 45 | 131 | 535 | 914 | 140 | 58 | NA | 1464 | 131 | 535 | 914 | 123 | 147 |
| 74 | 1334 | 263 | 53 | 95 | 563 | 914 | 155 | 69 | NA | 1334 | 95 | 563 | 914 | 160 | 130 |
| 95 | 1395 | 288 | 42 | 138 | 582 | 914 | 137 | 52 | NA | 1395 | 138 | 582 | 914 | 134 | 125 |
| 98 | 1433 | 259 | 50 | 126 | 620 | 901 | 124 | 46 | NA | 1433 | 126 | 620 | 901 | 120 | 134 |
| 96 | 1409 | 272 | 54 | 106 | 569 | 872 | 110 | 53 | NA | 1409 | 106 | 569 | 872 | 101 | 144 |
| 75 | 1482 | 267 | 50 | 110 | 536 | 972 | 92 | 55 | NA | 1482 | 110 | 536 | 972 | 105 | 161 |
| 75 | 1422 | 281 | 33 | 114 | 496 | 1030 | 75 | 36 | NA | 2021 | 162 | 705 | 1464 | 126 | 186 |
| 73 | 1509 | 319 | 33 | 138 | 510 | 989 | 126 | 49 | NA | 1509 | 138 | 510 | 989 | 128 | 144 |
| 79 | 1440 | 291 | 52 | 129 | 481 | 1161 | 160 | 50 | NA | 1440 | 129 | 481 | 1161 | 131 | 149 |
| 78 | 1426 | 284 | 40 | 172 | 577 | 1204 | 113 | 44 | NA | 1435 | 173 | 581 | 1211 | 148 | 175 |
| 62 | 1333 | 256 | 25 | 161 | 467 | 1106 | 93 | 73 | 67 | 1333 | 161 | 467 | 1106 | 133 | 168 |
| 72 | 1308 | 265 | 20 | 143 | 540 | 1116 | 87 | 49 | 73 | 1316 | 144 | 543 | 1123 | 116 | 178 |
| 75 | 1492 | 275 | 45 | 163 | 529 | 1049 | 86 | 37 | 87 | 1492 | 163 | 529 | 1049 | 123 | 159 |
| 67 | 1445 | 292 | 38 | 139 | 471 | 1092 | 73 | 30 | 72 | 1445 | 139 | 471 | 1092 | 117 | 193 |
| 67 | 1462 | 286 | 17 | 141 | 459 | 1200 | 68 | 23 | 89 | 1462 | 141 | 459 | 1200 | 104 | 168 |
| 122 | 2372 | 382 | 156 | 52 | 266 | 133 | 324 | NA | NA | 13724 | 301 | 1539 | 770 | 1122 | NA |
| 110 | 2496 | 284 | 85 | 15 | 254 | 173 | 214 | 118 | NA | 9190 | 55 | 935 | 637 | 1097 | NA |
| 97 | 1903 | 256 | 50 | 18 | 71 | 0 | NA | NA | NA | 5605 | 53 | 209 | 0 | 1166 | NA |
| 118 | 2086 | 280 | 135 | 22 | 89 | 0 | NA | NA | NA | 4629 | 49 | 198 | 0 | 928 | NA |
| 89 | 1631 | 289 | 81 | 22 | 135 | 589 | NA | NA | NA | 4404 | 59 | 365 | 1590 | 840 | 113 |
| 114 | 1934 | 274 | 106 | 23 | 176 | 332 | NA | NA | NA | 3730 | 44 | 339 | 640 | 737 | 79 |
| 100 | 1529 | 220 | 66 | 15 | 172 | 359 | NA | NA | NA | 2949 | 29 | 332 | 692 | 689 | 102 |
| 91 | 1504 | 278 | 71 | 21 | 282 | 413 | NA | NA | NA | 2901 | 41 | 544 | 797 | 750 | 127 |
| 100 | 1497 | 233 | 102 | 21 | 197 | 492 | NA | NA | NA | 2887 | 41 | 380 | 949 | 716 | 129 |
| 96 | 1655 | 312 | 98 | 35 | 246 | 511 | NA | NA | NA | 2736 | 58 | 407 | 845 | 693 | NA |
| 122 | 1428 | 221 | 62 | 30 | 434 | 678 | NA | NA | NA | 2066 | 43 | 628 | 981 | 576 | NA |
| 78 | 1208 | 168 | 44 | 9 | 390 | 633 | NA | NA | NA | 1779 | 13 | 574 | 932 | 676 | NA |
| 110 | 1972 | 254 | 61 | 24 | 190 | 119 | 134 | 43 | NA | 6028 | 73 | 581 | 364 | 1103 | NA |
| 81 | 1927 | 207 | 142 | 8 | 78 | 0 | NA | NA | NA | 5382 | 22 | 218 | 0 | 1447 | NA |
| 88 | 1622 | 155 | 67 | 12 | 52 | 0 | NA | NA | NA | 3864 | 29 | 124 | 0 | 1132 | NA |
| 14 | 1437 | 148 | 56 | 0 | 56 | 155 | 14 | 7 | NA | 10121 | 0 | 394 | 1092 | 1740 | NA |
| 46 | 1254 | 154 | 127 | 27 | 204 | 1095 | NA | NA | NA | 4837 | 104 | 787 | 4224 | 918 | NA |
| 81 | 1399 | 168 | 82 | 40 | 573 | 692 | 399 | NA | NA | 1799 | 51 | 737 | 890 | 535 | NA |
| 26 | 1776 | 285 | 162 | 19 | 246 | 194 | 343 | NA | NA | 11508 | 123 | 1594 | 1257 | 1426 | NA |
| 114 | 1625 | 185 | 68 | 5 | 149 | 159 | NA | NA | NA | 4113 | 13 | 377 | 402 | 678 | 84 |
| 76 | 1434 | 138 | 97 | 3 | 154 | 397 | NA | NA | NA | 3872 | 8 | 416 | 1072 | 759 | 78 |
| 52 | 1203 | 180 | 42 | 99 | 423 | 1143 | 45 | 44 | NA | 1203 | 99 | 423 | 1143 | 155 | 140 |
| 63 | 1353 | 208 | 36 | 172 | 500 | 1164 | 60 | 45 | NA | 1353 | 172 | 500 | 1164 | 157 | 159 |
| 61 | 1258 | 185 | 31 | 97 | 441 | 972 | 70 | 45 | NA | 1266 | 98 | 444 | 978 | 162 | 145 |
| 61 | 1250 | 178 | 40 | 108 | 431 | 1033 | 83 | 49 | NA | 1324 | 114 | 456 | 1094 | 152 | 155 |
| 60 | 1330 | 198 | 26 | 112 | 401 | 966 | 88 | 36 | NA | 1330 | 112 | 401 | 966 | 170 | 152 |
| 60 | 1239 | 196 | 27 | 99 | 564 | 900 | 85 | 45 | NA | 1239 | 99 | 564 | 900 | 170 | 126 |
| 71 | 1324 | 215 | 22 | 78 | 506 | 754 | 85 | 50 | NA | 1324 | 78 | 506 | 754 | 188 | 163 |
| 73 | 1327 | 216 | 37 | 64 | 488 | 716 | 92 | 46 | NA | 1327 | 64 | 488 | 716 | 141 | 148 |
| 69 | 1397 | 245 | 49 | 120 | 602 | 1057 | 133 | 57 | NA | 1397 | 120 | 602 | 1057 | 189 | 142 |
| 84 | 1349 | 208 | 42 | 75 | 536 | 848 | 152 | 70 | NA | 1349 | 75 | 536 | 848 | 160 | 171 |
| 73 | 1410 | 195 | 43 | 67 | 563 | 791 | 239 | 73 | NA | 1410 | 67 | 563 | 791 | 131 | 157 |
| 60 | 1418 | 250 | 52 | 47 | 458 | 773 | 122 | 91 | NA | 2088 | 69 | 675 | 1138 | 150 | 172 |
| 81 | 1435 | 217 | 52 | 81 | 429 | 877 | 165 | 77 | NA | 1435 | 81 | 429 | 877 | 152 | 142 |
| 81 | 1384 | 207 | 34 | 93 | 482 | 822 | 179 | 67 | NA | 1384 | 93 | 482 | 822 | 129 | 135 |
| 92 | 1425 | 207 | 42 | 109 | 472 | 810 | 152 | 68 | NA | 1425 | 109 | 472 | 810 | 138 | 144 |
| 83 | 1405 | 241 | 28 | 109 | 513 | 809 | 60 | 39 | NA | 1405 | 109 | 513 | 809 | 124 | 158 |
| 65 | 1419 | 209 | 48 | 113 | 577 | 992 | 198 | 91 | NA | 1419 | 113 | 577 | 992 | 146 | 135 |
| 84 | 1333 | 206 | 35 | 95 | 497 | 898 | 124 | 50 | NA | 1341 | 96 | 500 | 904 | 117 | 148 |
| 89 | 1360 | 215 | 32 | 120 | 552 | 1013 | 136 | 67 | NA | 1360 | 120 | 552 | 1013 | 152 | 147 |
| 75 | 1429 | 243 | 35 | 123 | 509 | 902 | 138 | 59 | NA | 1429 | 123 | 509 | 902 | 141 | 141 |
| 84 | 1321 | 204 | 36 | 121 | 501 | 1069 | 101 | 64 | NA | 1321 | 121 | 501 | 1069 | 113 | 130 |
| 82 | 1396 | 255 | 30 | 135 | 453 | 864 | 69 | 52 | NA | 1396 | 135 | 453 | 864 | 115 | 127 |
| 61 | 1386 | 239 | 28 | 153 | 443 | 1046 | 92 | 41 | NA | 1386 | 153 | 443 | 1046 | 160 | 129 |
| 65 | 1547 | 277 | 26 | 127 | 442 | 1055 | 109 | 51 | NA | 2142 | 176 | 612 | 1461 | 154 | 114 |
| 79 | 1513 | 260 | 23 | 131 | 503 | 981 | 140 | 52 | NA | 1702 | 147 | 566 | 1104 | 122 | 146 |
| 91 | 1499 | 285 | 24 | 147 | 601 | 1014 | 109 | 55 | NA | 1499 | 147 | 601 | 1014 | 118 | 136 |
| 76 | 1519 | 275 | 16 | 152 | 604 | 1129 | 140 | 60 | NA | 1519 | 152 | 604 | 1129 | 125 | 132 |
| 98 | 1390 | 292 | 30 | 167 | 604 | 1072 | 79 | 37 | NA | 1390 | 167 | 604 | 1072 | 104 | 155 |
| 74 | 1360 | 256 | 22 | 153 | 631 | 1169 | 174 | 67 | NA | 1360 | 153 | 631 | 1169 | 129 | 151 |
| 79 | 1379 | 273 | 26 | 161 | 678 | 1273 | 129 | 44 | 41 | 1379 | 161 | 678 | 1273 | 145 | 127 |
| 66 | 1393 | 243 | 29 | 136 | 547 | 1062 | 71 | 44 | 30 | 1393 | 136 | 547 | 1062 | 128 | 162 |
| 64 | 1442 | 257 | 32 | 128 | 565 | 1073 | 76 | 39 | 57 | 1442 | 128 | 565 | 1073 | 102 | 141 |
| 87 | 1521 | 304 | 32 | 139 | 566 | 910 | 52 | 25 | 56 | 1521 | 139 | 566 | 910 | 108 | 146 |
| 88 | 1465 | 298 | 38 | 161 | 564 | 1104 | 123 | 31 | 40 | 1465 | 161 | 564 | 1104 | 92 | 138 |
| 64 | 1398 | 218 | 33 | 133 | 426 | 769 | 110 | 67 | NA | 1398 | 133 | 426 | 769 | 147 | 162 |
| 57 | 1344 | 232 | 37 | 98 | 529 | 711 | 125 | 48 | NA | 1361 | 99 | 536 | 720 | 143 | 176 |
| 67 | 1490 | 250 | 52 | 132 | 515 | 725 | 126 | 52 | NA | 1490 | 132 | 515 | 725 | 141 | 170 |
| 59 | 1359 | 211 | 35 | 104 | 483 | 727 | 116 | 62 | NA | 1359 | 104 | 483 | 727 | 149 | 189 |
| 65 | 1412 | 220 | 19 | 132 | 489 | 822 | 149 | 74 | NA | 2099 | 196 | 727 | 1222 | 135 | 181 |
| 76 | 1431 | 259 | 33 | 130 | 456 | 806 | 131 | 82 | NA | 1431 | 130 | 456 | 806 | 138 | 158 |
| 60 | 1280 | 247 | 31 | 111 | 460 | 840 | 144 | 80 | NA | 1280 | 111 | 460 | 840 | 134 | 159 |
| 74 | 1429 | 244 | 34 | 129 | 519 | 871 | 116 | 62 | NA | 1429 | 129 | 519 | 871 | 126 | 143 |
| 74 | 1410 | 277 | 38 | 171 | 564 | 942 | 94 | 35 | NA | 1410 | 171 | 564 | 942 | 122 | 156 |
| 67 | 1392 | 243 | 41 | 158 | 572 | 1148 | 93 | 76 | NA | 1392 | 158 | 572 | 1148 | 156 | 191 |
| 78 | 1499 | 282 | 48 | 161 | 500 | 863 | 174 | 73 | NA | 1499 | 161 | 500 | 863 | 121 | 150 |
| 68 | 1406 | 273 | 27 | 149 | 464 | 792 | 96 | 61 | NA | 1415 | 150 | 467 | 797 | 124 | 169 |
| 73 | 1417 | 237 | 29 | 134 | 489 | 838 | 81 | 55 | NA | 1417 | 134 | 489 | 838 | 143 | 168 |
| 77 | 1419 | 251 | 26 | 107 | 596 | 749 | 105 | 51 | NA | 1419 | 107 | 596 | 749 | 130 | 152 |
| 83 | 1400 | 268 | 29 | 126 | 588 | 811 | 97 | 44 | NA | 1400 | 126 | 588 | 811 | 110 | 187 |
| 64 | 1466 | 278 | 24 | 149 | 474 | 841 | 100 | 55 | NA | 1466 | 149 | 474 | 841 | 112 | 170 |
| 82 | 1429 | 272 | 24 | 161 | 624 | 901 | 91 | 68 | NA | 1429 | 161 | 624 | 901 | 90 | 173 |
| 71 | 1512 | 305 | 26 | 221 | 538 | 943 | 69 | 30 | NA | 2187 | 320 | 778 | 1364 | 137 | 148 |
| 88 | 1538 | 308 | 22 | 203 | 613 | 973 | 123 | 46 | NA | 1718 | 227 | 685 | 1087 | 116 | 121 |
| 86 | 1635 | 345 | 19 | 247 | 674 | 1059 | 91 | 39 | NA | 1645 | 249 | 678 | 1066 | 111 | 156 |
| 90 | 1574 | 312 | 21 | 264 | 626 | 1110 | 89 | 40 | NA | 1574 | 264 | 626 | 1110 | 123 | 143 |
| 76 | 1563 | 323 | 28 | 235 | 561 | 1088 | 116 | 39 | NA | 1573 | 236 | 564 | 1095 | 126 | 140 |
| 79 | 1499 | 263 | 21 | 244 | 610 | 1095 | 130 | 45 | NA | 1499 | 244 | 610 | 1095 | 113 | 180 |
| 91 | 1481 | 300 | 26 | 198 | 775 | 1073 | 122 | 56 | 48 | 1481 | 198 | 775 | 1073 | 99 | 178 |
| 116 | 1637 | 310 | 38 | 169 | 614 | 989 | 174 | 42 | 62 | 1637 | 169 | 614 | 989 | 83 | 137 |
| 93 | 1531 | 285 | 31 | 152 | 629 | 1003 | 137 | 58 | 51 | 1531 | 152 | 629 | 1003 | 88 | 134 |
| 93 | 1509 | 290 | 33 | 139 | 586 | 989 | 108 | 37 | 53 | 1509 | 139 | 586 | 989 | 65 | 159 |
| 63 | 1544 | 276 | 20 | 136 | 492 | 1058 | 110 | 42 | 54 | 1544 | 136 | 492 | 1058 | 103 | 140 |
| 69 | 1408 | 289 | 34 | 130 | 466 | 986 | 102 | 47 | 48 | 1408 | 130 | 466 | 986 | 86 | 144 |
| 78 | 1540 | 266 | 42 | 172 | 404 | 974 | 106 | 37 | 63 | 1540 | 172 | 404 | 974 | 88 | 150 |
| 78 | 1519 | 235 | 116 | 41 | 214 | 501 | NA | NA | NA | 2563 | 69 | 361 | 845 | 790 | NA |
| 123 | 1569 | 217 | 119 | 23 | 320 | 451 | NA | NA | NA | 2269 | 33 | 463 | 652 | 479 | NA |
| 102 | 1574 | 238 | 93 | 29 | 323 | 558 | 211 | NA | NA | 2143 | 39 | 440 | 760 | 489 | NA |
| 90 | 1658 | 220 | 122 | 63 | 475 | 429 | 547 | NA | NA | 2184 | 83 | 626 | 565 | 566 | NA |
| 104 | 1421 | 161 | 94 | 68 | 334 | 564 | 388 | NA | NA | 1757 | 84 | 413 | 697 | 532 | NA |
| 107 | 1696 | 267 | 99 | 67 | 692 | 496 | 375 | NA | NA | 2181 | 86 | 890 | 638 | 561 | NA |
| 78 | 1546 | 257 | 110 | 31 | 433 | 592 | 357 | NA | NA | 1912 | 38 | 535 | 732 | 544 | NA |
| 87 | 1560 | 232 | 88 | 56 | 538 | 484 | 275 | NA | NA | 1915 | 69 | 660 | 594 | 471 | NA |
| 76 | 1423 | 186 | 91 | 42 | 547 | 503 | 323 | NA | NA | 1527 | 45 | 587 | 540 | 606 | NA |
| 83 | 1748 | 223 | 124 | 75 | 619 | 342 | 367 | NA | NA | 2145 | 92 | 760 | 420 | 530 | NA |
| 108 | 1775 | 242 | 118 | 53 | 584 | 266 | 392 | NA | NA | 2178 | 65 | 717 | 326 | 544 | NA |
| 82 | 1637 | 236 | 111 | 40 | 561 | 361 | 361 | NA | NA | 2024 | 49 | 694 | 446 | 542 | NA |
| 79 | 1710 | 197 | 108 | 49 | 543 | 335 | 339 | NA | NA | 2115 | 61 | 671 | 414 | 451 | NA |
| 103 | 1792 | 232 | 104 | 38 | 500 | 404 | 406 | NA | NA | 2216 | 47 | 618 | 500 | 491 | NA |
| 83 | 1536 | 205 | 93 | 37 | 462 | 402 | 231 | NA | NA | 1659 | 40 | 499 | 434 | 483 | NA |
| 65 | 1545 | 174 | 70 | 25 | 418 | 389 | 253 | NA | NA | 1669 | 27 | 451 | 420 | 468 | NA |
| 70 | 1546 | 208 | 72 | 27 | 433 | 403 | 277 | NA | NA | 1815 | 32 | 508 | 473 | 515 | 146 |
| 61 | 1449 | 197 | 54 | 22 | 358 | 680 | 157 | NA | NA | 1713 | 26 | 423 | 804 | 406 | 96 |
| 57 | 1296 | 175 | 41 | 10 | 300 | 631 | 223 | NA | NA | 1544 | 12 | 357 | 752 | 393 | 124 |
| 98 | 1503 | 211 | 57 | 23 | 442 | NA | 308 | NA | NA | 1752 | 27 | 515 | NA | 334 | 101 |
| 112 | 1426 | 214 | 69 | 33 | 460 | NA | 300 | NA | NA | 1510 | 35 | 487 | NA | 306 | 98 |
| 111 | 1474 | 202 | 93 | 41 | 547 | NA | 308 | NA | NA | 1561 | 43 | 579 | NA | 268 | 98 |
| 102 | 1297 | 173 | 56 | 16 | 600 | NA | 307 | NA | NA | 1382 | 17 | 639 | NA | 243 | 90 |
| 103 | 1409 | 191 | 45 | 21 | 520 | NA | 190 | NA | NA | 1482 | 22 | 547 | NA | 261 | 83 |
| 97 | 1405 | 183 | 72 | 28 | 561 | NA | 248 | NA | NA | 1488 | 30 | 594 | NA | 323 | 105 |
| 96 | 1463 | 215 | 87 | 33 | 591 | 514 | 297 | NA | NA | 1539 | 35 | 622 | 541 | 297 | 123 |
| 105 | 1481 | 238 | 109 | 43 | 561 | 536 | 367 | NA | NA | 1568 | 46 | 594 | 568 | 266 | 91 |
| 111 | 1557 | 248 | 95 | 50 | 551 | 533 | 342 | NA | NA | 1670 | 54 | 591 | 572 | 300 | 132 |
| 108 | 1521 | 241 | 76 | 32 | 473 | 534 | 315 | NA | NA | 1621 | 34 | 504 | 569 | 269 | 114 |
| 88 | 1434 | 234 | 62 | 32 | 470 | 504 | 251 | NA | NA | 1508 | 34 | 494 | 530 | 266 | 125 |
| 74 | 1398 | 208 | 72 | 26 | 336 | 583 | 165 | 146 | NA | 1490 | 28 | 358 | 621 | 273 | 127 |
| 92 | 1391 | 200 | 79 | 45 | 379 | 595 | 220 | NA | NA | 1483 | 48 | 404 | 634 | 231 | 115 |
| 103 | 1431 | 179 | 75 | 41 | 392 | 561 | 170 | NA | NA | 1505 | 43 | 412 | 590 | 219 | 128 |
| 93 | 1412 | 196 | 69 | 17 | 354 | 477 | 170 | NA | NA | 1845 | 22 | 462 | 623 | 199 | 102 |
| 101 | 1451 | 236 | 74 | 46 | 380 | 471 | 182 | NA | NA | 1679 | 53 | 440 | 545 | 249 | 111 |
| 90 | 1501 | 221 | 80 | 48 | 454 | 573 | 138 | 119 | NA | 1579 | 50 | 478 | 603 | 220 | 144 |
| 98 | 1747 | 266 | 95 | 84 | 471 | 443 | 122 | 87 | NA | 1838 | 88 | 495 | 466 | 204 | 153 |
| 101 | 1705 | 263 | 80 | 90 | 516 | 430 | 112 | 74 | NA | 1805 | 95 | 546 | 455 | 186 | 149 |
| 98 | 1730 | 285 | 86 | 101 | 494 | 507 | 87 | 56 | NA | 1832 | 107 | 523 | 537 | 197 | 169 |
| 92 | 1606 | 255 | 65 | 122 | 438 | 527 | 84 | 69 | NA | 1712 | 130 | 467 | 562 | 211 | 137 |
| 79 | 1540 | 230 | 62 | 78 | 364 | 451 | 101 | NA | NA | 1652 | 84 | 391 | 484 | 200 | 161 |
| 97 | 1677 | 264 | 65 | 115 | 485 | 486 | 77 | NA | NA | 1764 | 121 | 510 | 511 | 205 | 168 |
| 98 | 1683 | 290 | 62 | 124 | 467 | 396 | 65 | NA | NA | 1770 | 130 | 491 | 417 | 187 | 184 |
| 90 | 1710 | 269 | 50 | 146 | 517 | 435 | 91 | NA | NA | 1835 | 157 | 555 | 467 | 170 | 175 |
| 92 | 1861 | 278 | 87 | 150 | 444 | 402 | 62 | NA | NA | 1958 | 158 | 467 | 423 | 173 | 173 |
| 93 | 1656 | 268 | 68 | 108 | 408 | 421 | 88 | NA | NA | 1765 | 115 | 435 | 449 | 169 | 134 |
| 76 | 1606 | 277 | 57 | 122 | 366 | 411 | 33 | NA | NA | 1689 | 128 | 385 | 432 | 201 | 150 |
| 97 | 1532 | 217 | 44 | 87 | 402 | 508 | 33 | NA | NA | 1633 | 93 | 428 | 541 | 190 | 166 |
| 98 | 1572 | 254 | 43 | 133 | 430 | 557 | 20 | NA | NA | 1664 | 141 | 455 | 590 | 190 | 149 |
| 96 | 1703 | 263 | 59 | 130 | 415 | 507 | 34 | NA | NA | 1803 | 138 | 439 | 537 | 184 | 137 |
| 97 | 1608 | 249 | 50 | 102 | 453 | 475 | 33 | NA | NA | 1692 | 107 | 477 | 500 | 177 | 173 |
| 101 | 1582 | 268 | 44 | 118 | 439 | 524 | 48 | NA | NA | 1686 | 126 | 468 | 558 | 169 | 152 |
| 90 | 1538 | 227 | 39 | 135 | 502 | 570 | 33 | NA | NA | 1661 | 146 | 542 | 616 | 181 | 159 |
| 83 | 1497 | 226 | 41 | 124 | 534 | 535 | 28 | NA | NA | 1606 | 133 | 573 | 574 | 164 | 163 |
| 77 | 1517 | 214 | 49 | 97 | 483 | 509 | 48 | NA | NA | 1617 | 103 | 515 | 542 | 148 | 141 |
| 78 | 1483 | 263 | 37 | 101 | 534 | 548 | 38 | NA | NA | 1570 | 107 | 565 | 580 | 169 | 152 |
| 91 | 1410 | 173 | 37 | 116 | 595 | 545 | 42 | NA | NA | 1503 | 124 | 634 | 581 | 146 | 136 |
| 58 | 1386 | 162 | 35 | 86 | 508 | 498 | 37 | NA | NA | 1468 | 91 | 538 | 527 | 177 | 148 |
| 70 | 1471 | 201 | 49 | 98 | 539 | 505 | 41 | NA | NA | 1547 | 103 | 567 | 531 | 188 | 135 |
| 83 | 1534 | 187 | 37 | 122 | 534 | 487 | 41 | NA | NA | 1635 | 130 | 569 | 519 | 177 | 119 |
| 64 | 1395 | 185 | 39 | 127 | 560 | 574 | 48 | NA | NA | 1467 | 134 | 589 | 604 | 167 | 127 |
| 85 | 1521 | 231 | 50 | 232 | 520 | 598 | 31 | NA | NA | 1600 | 244 | 547 | 629 | 163 | 143 |
| 82 | 1422 | 221 | 52 | 173 | 630 | 682 | 54 | NA | NA | 1496 | 182 | 663 | 717 | 164 | 141 |
| 77 | 1455 | 214 | 55 | 155 | 645 | 550 | 45 | NA | NA | 1531 | 163 | 679 | 579 | 171 | 141 |
| 101 | 1440 | 207 | 55 | 185 | 692 | 644 | 57 | 35 | NA | 1486 | 191 | 714 | 665 | 175 | 181 |
| 97 | 1406 | 196 | 59 | 159 | 564 | 707 | 32 | 33 | NA | 1479 | 167 | 593 | 744 | 161 | 184 |
| 74 | 1527 | 205 | 47 | 185 | 525 | 640 | 33 | 22 | NA | 1606 | 195 | 552 | 673 | 158 | 159 |
| 102 | 1458 | 204 | 44 | 196 | 549 | 590 | 32 | 24 | NA | 1534 | 206 | 578 | 621 | 162 | 181 |
| 84 | 1449 | 182 | 36 | 178 | 523 | 611 | 40 | 23 | NA | 1524 | 187 | 550 | 643 | 148 | 174 |
| 70 | 1334 | 202 | 47 | 153 | 423 | 693 | 70 | 36 | NA | 1403 | 161 | 445 | 729 | 151 | 150 |
| 73 | 1419 | 180 | 57 | 165 | 470 | 704 | 67 | 40 | NA | 1493 | 174 | 494 | 741 | 169 | 189 |
| 84 | 1472 | 263 | 44 | 179 | 559 | 859 | 67 | 31 | NA | 1548 | 188 | 588 | 904 | 160 | 164 |
| 87 | 1449 | 251 | 37 | 176 | 498 | 920 | 85 | 36 | NA | 1524 | 185 | 524 | 968 | 160 | 124 |
| 83 | 1427 | 231 | 65 | 137 | 491 | 890 | 90 | 47 | NA | 1501 | 144 | 517 | 936 | 174 | 123 |
| 89 | 1451 | 230 | 34 | 193 | 532 | 804 | 83 | 57 | NA | 1526 | 203 | 560 | 846 | 140 | 133 |
| 88 | 1442 | 206 | 35 | 197 | 441 | 889 | 55 | 49 | NA | 1442 | 197 | 441 | 889 | 156 | 113 |
| 90 | 1360 | 185 | 38 | 165 | 505 | 900 | 64 | 35 | NA | 1360 | 165 | 505 | 900 | 159 | 136 |
| 95 | 1384 | 169 | 43 | 159 | 476 | 844 | 47 | 27 | NA | 1384 | 159 | 476 | 844 | 148 | 124 |
| 94 | 1382 | 196 | 31 | 182 | 417 | 865 | 29 | 30 | NA | 1391 | 183 | 420 | 870 | 169 | 132 |
| 91 | 1354 | 201 | 39 | 140 | 520 | 978 | 22 | 30 | NA | 1354 | 140 | 520 | 978 | 134 | 149 |
| 88 | 1301 | 162 | 33 | 108 | 508 | 904 | 50 | 37 | NA | 1301 | 108 | 508 | 904 | 162 | 125 |
| 90 | 1325 | 187 | 28 | 136 | 711 | 1054 | 71 | 32 | NA | 1325 | 136 | 711 | 1054 | 169 | 155 |
| 86 | 1460 | 257 | 35 | 165 | 729 | 1005 | 83 | 27 | NA | 1460 | 165 | 729 | 1005 | 170 | 153 |
| 90 | 1348 | 224 | 36 | 140 | 654 | 1042 | 101 | 36 | NA | 1348 | 140 | 654 | 1042 | 177 | 153 |
| 72 | 1339 | 221 | 38 | 157 | 502 | 1008 | 129 | 47 | NA | 1399 | 164 | 525 | 1054 | 161 | 126 |
| 88 | 1452 | 212 | 52 | 161 | 590 | 913 | 112 | 52 | NA | 1452 | 161 | 590 | 913 | 163 | 138 |
| 72 | 1380 | 228 | 38 | 93 | 548 | 869 | 107 | 51 | NA | 1380 | 93 | 548 | 869 | 175 | 153 |
| 80 | 1421 | 236 | 45 | 85 | 608 | 780 | 100 | 47 | NA | 1430 | 86 | 612 | 785 | 146 | 165 |
| 74 | 1340 | 211 | 37 | 85 | 518 | 778 | 88 | 55 | NA | 1340 | 85 | 518 | 778 | 183 | 153 |
| 89 | 1331 | 240 | 41 | 117 | 554 | 814 | 87 | 54 | NA | 1331 | 117 | 554 | 814 | 146 | 118 |
| 71 | 1328 | 192 | 36 | 125 | 580 | 925 | 140 | 73 | NA | 1328 | 125 | 580 | 925 | 161 | 138 |
| 82 | 1373 | 235 | 38 | 92 | 563 | 792 | 130 | 73 | NA | 2004 | 134 | 822 | 1156 | 144 | 149 |
| 87 | 1393 | 213 | 30 | 133 | 607 | 915 | 130 | 56 | NA | 1393 | 133 | 607 | 915 | 173 | 125 |
| 79 | 1324 | 206 | 30 | 142 | 619 | 990 | 140 | 78 | NA | 1324 | 142 | 619 | 990 | 171 | 109 |
| 62 | 1263 | 217 | 31 | 115 | 488 | 962 | 99 | 55 | NA | 1263 | 115 | 488 | 962 | 144 | 134 |
| 83 | 1394 | 269 | 29 | 114 | 536 | 1087 | 148 | 93 | NA | 1394 | 114 | 536 | 1087 | 143 | 149 |
| 90 | 1458 | 274 | 32 | 205 | 511 | 1094 | 126 | 97 | NA | 1458 | 205 | 511 | 1094 | 129 | 183 |
| 83 | 1353 | 227 | 44 | 113 | 550 | 1023 | 121 | 78 | NA | 1353 | 113 | 550 | 1023 | 129 | 145 |
| 92 | 1365 | 241 | 52 | 141 | 508 | 1071 | 87 | 54 | NA | 1365 | 141 | 508 | 1071 | 113 | 135 |
| 85 | 1459 | 221 | 35 | 152 | 488 | 973 | 109 | 56 | NA | 1459 | 152 | 488 | 973 | 107 | 148 |
| 72 | 1330 | 220 | 36 | 105 | 435 | 1067 | 112 | 64 | NA | 1330 | 105 | 435 | 1067 | 111 | 174 |
| 103 | 1534 | 269 | 33 | 168 | 516 | 930 | 120 | 65 | NA | 1534 | 168 | 516 | 930 | 101 | 169 |
| 77 | 1357 | 224 | 45 | 173 | 513 | 1013 | 161 | 56 | NA | 1912 | 244 | 723 | 1427 | 96 | 159 |
| 75 | 1413 | 258 | 37 | 171 | 531 | 1193 | 155 | 52 | NA | 1590 | 192 | 597 | 1342 | 119 | 160 |
| 68 | 1400 | 245 | 21 | 153 | 615 | 1189 | 113 | 53 | NA | 1400 | 153 | 615 | 1189 | 134 | 165 |
| 90 | 1415 | 266 | 37 | 172 | 642 | 1120 | 121 | 49 | NA | 1415 | 172 | 642 | 1120 | 120 | 157 |
| 88 | 1531 | 290 | 26 | 160 | 674 | 1034 | 101 | 51 | NA | 1522 | 159 | 670 | 1028 | 100 | 156 |
| 86 | 1507 | 307 | 18 | 188 | 696 | 1028 | 109 | 56 | NA | 1507 | 188 | 696 | 1028 | 105 | 150 |
| 97 | 1535 | 304 | 44 | 226 | 709 | 1032 | 79 | 39 | 51 | 1535 | 226 | 709 | 1032 | 93 | 173 |
| 90 | 1493 | 304 | 40 | 235 | 625 | 1090 | 57 | 42 | 50 | 1493 | 235 | 625 | 1090 | 118 | 170 |
| 96 | 1474 | 302 | 35 | 199 | 620 | 967 | 74 | 21 | 65 | 1483 | 200 | 624 | 973 | 91 | 167 |
| 101 | 1449 | 283 | 29 | 181 | 597 | 986 | 53 | 37 | 40 | 1458 | 182 | 601 | 992 | 80 | 164 |
| 91 | 1500 | 314 | 33 | 183 | 705 | 874 | 43 | 23 | 72 | 1500 | 183 | 705 | 874 | 101 | 153 |
| 75 | 1427 | 299 | 26 | 128 | 431 | 901 | 71 | 35 | 49 | 1427 | 128 | 431 | 901 | 90 | 146 |
| 76 | 1427 | 299 | 52 | 164 | 497 | 897 | 58 | 25 | 53 | 1436 | 165 | 500 | 903 | 92 | 133 |
| 67 | 1345 | 207 | 70 | 28 | 540 | 710 | 121 | NA | NA | 1443 | 30 | 579 | 762 | 289 | 101 |
| 92 | 1414 | 209 | 85 | 24 | 606 | 528 | 205 | NA | NA | 1487 | 25 | 637 | 555 | 218 | 117 |
| 135 | 1793 | 371 | 59 | 46 | 259 | 777 | NA | NA | NA | 2570 | 66 | 371 | 1114 | 794 | NA |
| 54 | 1244 | 182 | 32 | 12 | 321 | 618 | NA | NA | NA | 1866 | 18 | 482 | 927 | 597 | NA |
| 57 | 1329 | 243 | 61 | 40 | 312 | 871 | 207 | NA | NA | 1765 | 53 | 414 | 1157 | 600 | NA |
| 34 | 1177 | 171 | 9 | 0 | 119 | 0 | NA | NA | NA | 10035 | 0 | 1015 | 0 | 1279 | NA |
| 93 | 1527 | 200 | 64 | 0 | 79 | 0 | NA | NA | NA | 3638 | 0 | 188 | 0 | 1010 | NA |
| 75 | 1343 | 176 | 83 | 22 | 227 | 458 | NA | NA | NA | 2720 | 45 | 460 | 927 | 903 | 83 |
| 107 | 1475 | 195 | 76 | 12 | 207 | 397 | NA | NA | NA | 2438 | 20 | 342 | 656 | 641 | NA |
| 101 | 1493 | 229 | 91 | 17 | 263 | 513 | NA | NA | NA | 2260 | 26 | 398 | 777 | 740 | NA |
| 114 | 1416 | 191 | 82 | 25 | 338 | 408 | NA | NA | NA | 2048 | 36 | 489 | 590 | 551 | NA |
| 108 | 1591 | 240 | 99 | 23 | 466 | 495 | 392 | NA | NA | 1854 | 27 | 543 | 577 | 576 | NA |
| 114 | 1860 | 313 | 94 | 47 | 530 | 408 | 697 | NA | NA | 2232 | 56 | 636 | 490 | 577 | NA |
| 110 | 1427 | 179 | 56 | 43 | 492 | 625 | 562 | NA | NA | 1712 | 52 | 590 | 750 | 516 | NA |
| 108 | 1574 | 253 | 77 | 70 | 592 | 572 | 403 | NA | NA | 1889 | 84 | 710 | 686 | 526 | NA |
| 93 | 1558 | 212 | 87 | 57 | 565 | 584 | 366 | NA | NA | 1856 | 68 | 673 | 696 | 562 | NA |
| 101 | 1584 | 201 | 61 | 69 | 744 | 524 | 337 | NA | NA | 1887 | 82 | 886 | 624 | 555 | NA |
| 60 | 1282 | 149 | 57 | 49 | 656 | 530 | 226 | NA | NA | 1385 | 53 | 708 | 572 | 489 | NA |
| 70 | 1581 | 187 | 120 | 12 | 643 | 308 | 307 | NA | NA | 1940 | 15 | 789 | 378 | 488 | NA |
| 48 | 1662 | 192 | 109 | 47 | 475 | 345 | 254 | NA | NA | 2055 | 58 | 587 | 427 | 470 | NA |
| 50 | 1448 | 167 | 97 | 46 | 414 | 374 | 231 | NA | NA | 1804 | 57 | 516 | 466 | 430 | NA |
| 36 | 1579 | 184 | 83 | 38 | 438 | 388 | 213 | NA | NA | 1953 | 47 | 542 | 480 | 464 | NA |
| 42 | 1393 | 161 | 59 | 14 | 414 | 434 | 112 | NA | NA | 1504 | 15 | 447 | 469 | 419 | NA |
| 90 | 1624 | 185 | 94 | 50 | 502 | 281 | 225 | NA | NA | 1742 | 54 | 539 | 301 | 428 | NA |
| 75 | 1643 | 163 | 94 | 42 | 470 | 368 | 281 | NA | NA | 1901 | 49 | 544 | 426 | 383 | 84 |
| 88 | 1655 | 216 | 109 | 45 | 363 | 625 | 220 | NA | NA | 1915 | 52 | 420 | 723 | 353 | 125 |
| 68 | 1482 | 140 | 45 | 12 | 330 | 530 | 191 | NA | NA | 1792 | 15 | 399 | 641 | 390 | 129 |
| 51 | 1391 | 163 | 77 | 9 | 328 | NA | 202 | NA | NA | 1645 | 11 | 388 | NA | 380 | 131 |
| 79 | 1359 | 184 | 69 | 25 | 361 | NA | 209 | NA | NA | 1430 | 26 | 380 | NA | 323 | 87 |
| 61 | 1319 | 147 | 89 | 21 | 411 | NA | 170 | NA | NA | 1388 | 22 | 432 | NA | 288 | 87 |
| 56 | 1291 | 148 | 75 | 11 | 390 | NA | 119 | NA | NA | 1394 | 12 | 421 | NA | 294 | 99 |
| 55 | 1231 | 128 | 54 | 20 | 330 | NA | 132 | NA | NA | 1303 | 21 | 349 | NA | 371 | 111 |
| 52 | 1162 | 141 | 60 | 18 | 297 | NA | 158 | NA | NA | 1222 | 19 | 312 | NA | 367 | 72 |
| 58 | 1324 | 158 | 60 | 16 | 605 | NA | 172 | NA | NA | 1411 | 17 | 645 | NA | 342 | 96 |
| 67 | 1289 | 177 | 74 | 16 | 694 | 615 | 190 | NA | NA | 1365 | 17 | 735 | 651 | 272 | 115 |
| 82 | 1408 | 216 | 94 | 28 | 644 | 707 | 190 | NA | NA | 1531 | 30 | 700 | 769 | 285 | 115 |
| 67 | 1446 | 201 | 82 | 29 | 538 | 656 | 204 | NA | NA | 1531 | 31 | 570 | 695 | 288 | 120 |
| 55 | 1327 | 164 | 78 | 16 | 487 | 619 | 185 | NA | NA | 1433 | 17 | 526 | 669 | 237 | 122 |
| 86 | 1322 | 215 | 69 | 35 | 471 | 654 | 216 | NA | NA | 1400 | 37 | 499 | 692 | 253 | 115 |
| 76 | 1373 | 168 | 97 | 21 | 484 | 697 | 172 | 152 | NA | 1454 | 22 | 512 | 738 | 249 | 115 |
| 64 | 1295 | 164 | 78 | 26 | 355 | 689 | 193 | NA | NA | 1371 | 28 | 376 | 730 | 289 | 131 |
| 87 | 1355 | 169 | 99 | 28 | 383 | 695 | 169 | NA | NA | 1444 | 30 | 408 | 741 | 236 | 163 |
| 64 | 1389 | 193 | 61 | 21 | 359 | 494 | 175 | NA | NA | 1642 | 25 | 425 | 584 | 257 | 132 |
| 79 | 1672 | 250 | 101 | 34 | 392 | 509 | 133 | 120 | NA | 1759 | 36 | 412 | 535 | 269 | 143 |
| 92 | 1731 | 275 | 93 | 88 | 404 | 479 | 100 | 100 | NA | 1833 | 93 | 428 | 507 | 232 | 138 |
| 89 | 1719 | 295 | 93 | 113 | 470 | 447 | 77 | 66 | NA | 1808 | 119 | 494 | 470 | 251 | 128 |
| 84 | 1675 | 290 | 80 | 67 | 464 | 472 | 94 | 65 | NA | 1774 | 71 | 491 | 500 | 244 | 149 |
| 68 | 1633 | 284 | 92 | 70 | 402 | 440 | 90 | 90 | NA | 1718 | 74 | 423 | 463 | 201 | 170 |
| 82 | 1686 | 309 | 85 | 115 | 472 | 438 | 74 | 54 | NA | 1785 | 122 | 500 | 464 | 216 | 165 |
| 97 | 1535 | 280 | 84 | 89 | 512 | 541 | 116 | NA | NA | 1625 | 94 | 542 | 573 | 226 | 180 |
| 100 | 1583 | 307 | 74 | 119 | 598 | 461 | 86 | NA | NA | 1665 | 125 | 629 | 485 | 160 | 141 |
| 83 | 1672 | 330 | 90 | 107 | 522 | 485 | 77 | NA | NA | 1782 | 114 | 556 | 517 | 185 | 159 |
| 97 | 1822 | 392 | 94 | 109 | 504 | 522 | 76 | NA | NA | 1917 | 115 | 530 | 549 | 193 | 185 |
| 106 | 1635 | 371 | 78 | 63 | 454 | 500 | 120 | NA | NA | 1720 | 66 | 478 | 526 | 168 | 178 |
| 76 | 1543 | 323 | 54 | 80 | 442 | 541 | 97 | NA | NA | 1623 | 84 | 465 | 569 | 177 | 163 |
| 87 | 1573 | 271 | 65 | 60 | 414 | 559 | 105 | NA | NA | 1666 | 64 | 438 | 592 | 169 | 126 |
| 101 | 1675 | 311 | 79 | 110 | 415 | 566 | 73 | NA | NA | 1774 | 116 | 439 | 599 | 176 | 149 |
| 101 | 1628 | 301 | 62 | 90 | 425 | 548 | 75 | NA | NA | 1713 | 95 | 447 | 576 | 171 | 140 |
| 92 | 1635 | 349 | 63 | 93 | 465 | 607 | 73 | NA | NA | 1720 | 98 | 489 | 639 | 162 | 141 |
| 85 | 1623 | 278 | 70 | 99 | 405 | 599 | 82 | NA | NA | 1707 | 104 | 426 | 630 | 173 | 134 |
| 76 | 1654 | 309 | 79 | 98 | 442 | 528 | 59 | NA | NA | 1774 | 105 | 474 | 566 | 213 | 156 |
| 97 | 1695 | 352 | 66 | 104 | 503 | 599 | 47 | NA | NA | 1795 | 110 | 533 | 634 | 187 | 148 |
| 89 | 1603 | 282 | 65 | 126 | 507 | 646 | 103 | NA | NA | 1697 | 133 | 537 | 684 | 184 | 142 |
| 103 | 1569 | 269 | 59 | 74 | 572 | 575 | 50 | NA | NA | 1661 | 78 | 606 | 609 | 181 | 155 |
| 112 | 1530 | 297 | 73 | 63 | 580 | 533 | 75 | NA | NA | 1609 | 66 | 610 | 561 | 178 | 144 |
| 110 | 1594 | 272 | 76 | 74 | 450 | 461 | 42 | NA | NA | 1677 | 78 | 473 | 485 | 159 | 193 |
| 102 | 1481 | 275 | 58 | 84 | 550 | 558 | 60 | NA | NA | 1538 | 87 | 571 | 579 | 128 | 173 |
| 94 | 1538 | 247 | 68 | 121 | 644 | 538 | 29 | NA | NA | 1618 | 127 | 677 | 566 | 134 | 178 |
| 89 | 1469 | 250 | 61 | 110 | 625 | 548 | 25 | NA | NA | 1545 | 116 | 657 | 576 | 124 | 145 |
| 101 | 1592 | 296 | 57 | 107 | 599 | 507 | 18 | NA | NA | 1675 | 113 | 630 | 533 | 149 | 157 |
| 83 | 1433 | 270 | 53 | 108 | 642 | 640 | 24 | NA | NA | 1517 | 114 | 680 | 678 | 138 | 182 |
| 85 | 1477 | 242 | 60 | 100 | 599 | 518 | 32 | 32 | NA | 1554 | 105 | 630 | 545 | 131 | 197 |
| 93 | 1458 | 260 | 57 | 102 | 565 | 504 | 35 | 34 | NA | 1534 | 107 | 594 | 530 | 148 | 167 |
| 87 | 1551 | 296 | 59 | 147 | 604 | 649 | 19 | 23 | NA | 1632 | 155 | 635 | 683 | 145 | 169 |
| 76 | 1597 | 300 | 61 | 125 | 612 | 616 | 66 | 48 | NA | 1680 | 131 | 644 | 648 | 154 | 187 |
| 72 | 1446 | 240 | 38 | 150 | 482 | 628 | 67 | 62 | NA | 1521 | 158 | 507 | 661 | 154 | 160 |
| 80 | 1518 | 246 | 52 | 130 | 529 | 654 | 43 | 37 | NA | 1597 | 137 | 556 | 688 | 141 | 181 |
| 92 | 1575 | 247 | 45 | 139 | 519 | 707 | 61 | 46 | NA | 1657 | 146 | 546 | 744 | 138 | 177 |
| 76 | 1442 | 227 | 41 | 117 | 561 | 670 | 46 | 45 | NA | 1517 | 123 | 590 | 705 | 160 | 171 |
| 75 | 1506 | 257 | 52 | 124 | 510 | 786 | 68 | 56 | NA | 1584 | 130 | 536 | 827 | 154 | 166 |
| 90 | 1385 | 224 | 50 | 145 | 527 | 833 | 50 | 37 | NA | 1457 | 153 | 554 | 876 | 148 | 160 |
| 84 | 1511 | 248 | 54 | 108 | 520 | 784 | 48 | 29 | NA | 1589 | 114 | 547 | 825 | 175 | 174 |
| 84 | 1528 | 221 | 31 | 137 | 515 | 846 | 86 | 41 | NA | 1528 | 137 | 515 | 846 | 132 | 170 |
| 93 | 1540 | 231 | 66 | 128 | 458 | 915 | 77 | 42 | NA | 1540 | 128 | 458 | 915 | 147 | 136 |
| 93 | 1531 | 240 | 53 | 109 | 427 | 925 | 73 | 51 | NA | 1531 | 109 | 427 | 925 | 172 | 147 |
| 80 | 1424 | 235 | 46 | 110 | 480 | 887 | 101 | 52 | NA | 1433 | 111 | 483 | 893 | 131 | 153 |
| 83 | 1377 | 196 | 61 | 108 | 345 | 977 | 144 | 61 | NA | 1377 | 108 | 345 | 977 | 145 | 166 |
| 102 | 1471 | 226 | 40 | 116 | 446 | 925 | 103 | 54 | NA | 1480 | 117 | 449 | 931 | 141 | 128 |
| 97 | 1383 | 227 | 48 | 73 | 378 | 897 | 110 | 45 | NA | 1383 | 73 | 378 | 897 | 140 | 135 |
| 87 | 1403 | 228 | 44 | 90 | 503 | 876 | 87 | 49 | NA | 1403 | 90 | 503 | 876 | 138 | 144 |
| 76 | 1497 | 218 | 51 | 113 | 569 | 961 | 117 | 47 | NA | 1497 | 113 | 569 | 961 | 150 | 159 |
| 90 | 1542 | 225 | 54 | 95 | 543 | 757 | 124 | 53 | NA | 1542 | 95 | 543 | 757 | 142 | 155 |
| 78 | 1436 | 222 | 44 | 73 | 454 | 824 | 108 | 50 | NA | 1491 | 76 | 471 | 856 | 145 | 152 |
| 81 | 1418 | 240 | 35 | 75 | 531 | 796 | 100 | 46 | NA | 1418 | 75 | 531 | 796 | 158 | 149 |
| 87 | 1501 | 217 | 46 | 84 | 534 | 757 | 173 | 62 | NA | 1510 | 85 | 537 | 762 | 148 | 193 |
| 82 | 1527 | 239 | 46 | 81 | 444 | 649 | 116 | 49 | NA | 1527 | 81 | 444 | 649 | 171 | 140 |
| 72 | 1432 | 243 | 57 | 63 | 512 | 860 | 123 | 55 | NA | 1432 | 63 | 512 | 860 | 174 | 163 |
| 83 | 1490 | 252 | 56 | 96 | 489 | 823 | 134 | 112 | NA | 1490 | 96 | 489 | 823 | 139 | 174 |
| 69 | 1351 | 263 | 44 | 79 | 420 | 713 | 97 | 42 | NA | 1351 | 79 | 420 | 713 | 136 | 155 |
| 86 | 1594 | 279 | 63 | 100 | 460 | 838 | 116 | 69 | NA | 1594 | 100 | 460 | 838 | 132 | 166 |
| 94 | 1487 | 251 | 71 | 79 | 602 | 786 | 140 | 71 | NA | 2362 | 125 | 956 | 1248 | 130 | 172 |
| 92 | 1439 | 239 | 52 | 67 | 569 | 805 | 200 | 91 | NA | 1439 | 67 | 569 | 805 | 124 | 169 |
| 79 | 1496 | 262 | 63 | 83 | 543 | 879 | 207 | 89 | NA | 1496 | 83 | 543 | 879 | 152 | 173 |
| 84 | 1369 | 225 | 44 | 75 | 516 | 924 | 220 | 71 | NA | 1369 | 75 | 516 | 924 | 118 | 184 |
| 101 | 1446 | 245 | 59 | 87 | 586 | 853 | 314 | 96 | NA | 1446 | 87 | 586 | 853 | 108 | 166 |
| 79 | 1278 | 217 | 48 | 58 | 572 | 911 | 264 | 78 | NA | 1286 | 58 | 576 | 917 | 124 | 179 |
| 95 | 1449 | 252 | 49 | 94 | 644 | 933 | 248 | 72 | NA | 1449 | 94 | 644 | 933 | 116 | 172 |
| 76 | 1373 | 207 | 33 | 71 | 484 | 827 | 234 | 64 | NA | 1373 | 71 | 484 | 827 | 121 | 131 |
| 86 | 1418 | 263 | 47 | 73 | 507 | 848 | 155 | 54 | NA | 1418 | 73 | 507 | 848 | 111 | 134 |
| 70 | 1398 | 255 | 41 | 73 | 517 | 844 | 221 | 74 | NA | 1398 | 73 | 517 | 844 | 129 | 114 |
| 84 | 1366 | 239 | 53 | 68 | 532 | 857 | 202 | 110 | NA | 1366 | 68 | 532 | 857 | 105 | 133 |
| 83 | 1464 | 262 | 44 | 94 | 495 | 996 | 208 | 118 | NA | 1464 | 94 | 495 | 996 | 91 | 146 |
| 87 | 1508 | 262 | 34 | 118 | 588 | 882 | 153 | 72 | NA | 1508 | 118 | 588 | 882 | 159 | 157 |
| 75 | 1458 | 303 | 38 | 153 | 617 | 975 | 108 | 65 | NA | 2072 | 217 | 877 | 1386 | 114 | 169 |
| 70 | 1339 | 270 | 27 | 121 | 494 | 1042 | 89 | 52 | NA | 1517 | 137 | 560 | 1180 | 128 | 177 |
| 88 | 1468 | 281 | 31 | 142 | 495 | 1089 | 149 | 58 | NA | 1468 | 142 | 495 | 1089 | 125 | 139 |
| 73 | 1409 | 269 | 39 | 144 | 543 | 1191 | 164 | 60 | NA | 1409 | 144 | 543 | 1191 | 123 | 156 |
| 83 | 1444 | 292 | 30 | 223 | 676 | 1179 | 133 | 41 | NA | 1444 | 223 | 676 | 1179 | 142 | 160 |
| 75 | 1470 | 276 | 27 | 195 | 617 | 1209 | 135 | 48 | NA | 1479 | 196 | 621 | 1217 | 133 | 162 |
| 95 | 1481 | 259 | 25 | 235 | 675 | 1253 | 87 | 51 | 84 | 1481 | 235 | 675 | 1253 | 111 | 148 |
| 93 | 1469 | 274 | 32 | 199 | 529 | 1089 | 91 | 35 | 65 | 1469 | 199 | 529 | 1089 | 110 | 156 |
| 97 | 1475 | 285 | 26 | 175 | 542 | 927 | 86 | 42 | 67 | 1475 | 175 | 542 | 927 | 103 | 168 |
| 85 | 1580 | 342 | 32 | 196 | 580 | 952 | 82 | 32 | 73 | 1580 | 196 | 580 | 952 | 77 | 138 |
| 105 | 1544 | 319 | 24 | 214 | 548 | 1085 | 111 | 47 | 51 | 1544 | 214 | 548 | 1085 | 97 | 154 |
| 100 | 1494 | 287 | 26 | 170 | 534 | 947 | 83 | 36 | 62 | 1494 | 170 | 534 | 947 | 100 | 196 |
| 84 | 1493 | 294 | 27 | 185 | 534 | 928 | 59 | 32 | 61 | 1502 | 186 | 537 | 934 | 99 | 171 |
| 41 | 992 | 263 | 20 | 0 | 142 | 952 | NA | NA | NA | 20088 | 0 | 2876 | 19278 | 952 | NA |
| 51 | 1370 | 141 | 44 | 12 | 65 | 551 | NA | NA | NA | 3171 | 28 | 150 | 1275 | 921 | 86 |
| 70 | 1477 | 193 | 75 | 18 | 583 | 615 | 372 | NA | NA | 1884 | 23 | 744 | 784 | 499 | NA |
| 63 | 1450 | 267 | 43 | 111 | 473 | 1107 | 120 | 73 | NA | 1450 | 111 | 473 | 1107 | 94 | 178 |
| 69 | 1531 | 272 | 29 | 145 | 544 | 1042 | 73 | 49 | NA | 1531 | 145 | 544 | 1042 | 135 | 198 |
| 69 | 1423 | 255 | 22 | 163 | 562 | 1028 | 91 | 46 | 48 | 1432 | 164 | 565 | 1034 | 119 | 172 |
| 62 | 1426 | 311 | 21 | 121 | 456 | 1116 | 115 | 52 | 54 | 1426 | 121 | 456 | 1116 | 139 | 144 |
| 55 | 1427 | 299 | 35 | 134 | 459 | 1122 | 103 | 45 | 58 | 1436 | 135 | 462 | 1129 | 127 | 169 |
| 63 | 1501 | 298 | 38 | 137 | 420 | 1030 | 142 | 42 | 56 | 1501 | 137 | 420 | 1030 | 103 | 158 |
| 70 | 1425 | 280 | 46 | 146 | 472 | 950 | 133 | 42 | 55 | 1434 | 147 | 475 | 956 | 120 | 140 |
| 67 | 1519 | 289 | 40 | 157 | 412 | 990 | 151 | 49 | 69 | 1519 | 157 | 412 | 990 | 124 | 139 |
| 61 | 1395 | 267 | 33 | 190 | 441 | 1106 | 134 | 52 | 47 | 1395 | 190 | 441 | 1106 | 116 | 156 |
| 61 | 1315 | 218 | 44 | 120 | 561 | 923 | 82 | 47 | NA | 1323 | 121 | 564 | 929 | 157 | 172 |
| 60 | 1379 | 207 | 38 | 133 | 469 | 794 | 100 | 53 | NA | 1388 | 134 | 472 | 799 | 140 | 161 |
| 56 | 1237 | 190 | 35 | 138 | 497 | 963 | 68 | 28 | NA | 1237 | 138 | 497 | 963 | 182 | 165 |
| 62 | 1246 | 199 | 28 | 125 | 514 | 1124 | 47 | 30 | NA | 1246 | 125 | 514 | 1124 | 127 | 145 |
| 70 | 1227 | 179 | 33 | 136 | 570 | 1125 | 30 | 19 | NA | 1227 | 136 | 570 | 1125 | 143 | 148 |
| 72 | 1268 | 188 | 41 | 128 | 458 | 1089 | 54 | 38 | NA | 1292 | 130 | 467 | 1110 | 145 | 142 |
| 76 | 1219 | 169 | 25 | 116 | 475 | 1043 | 53 | 37 | NA | 1227 | 117 | 478 | 1049 | 145 | 168 |
| 65 | 1216 | 161 | 37 | 125 | 457 | 966 | 29 | 19 | NA | 1224 | 126 | 460 | 972 | 149 | 145 |
| 86 | 1365 | 171 | 40 | 148 | 630 | 900 | 52 | 40 | NA | 1365 | 148 | 630 | 900 | 140 | 159 |
| 70 | 1302 | 184 | 28 | 138 | 635 | 989 | 72 | 42 | NA | 1302 | 138 | 635 | 989 | 116 | 173 |
| 64 | 1242 | 193 | 31 | 88 | 586 | 974 | 69 | 46 | NA | 1265 | 90 | 597 | 992 | 144 | 173 |
| 57 | 1397 | 195 | 29 | 110 | 503 | 791 | 91 | 53 | NA | 1397 | 110 | 503 | 791 | 161 | 164 |
| 85 | 1501 | 200 | 39 | 100 | 514 | 719 | 114 | 81 | NA | 1520 | 101 | 520 | 728 | 165 | 166 |
| 79 | 1431 | 208 | 17 | 134 | 613 | 863 | 102 | 62 | NA | 1431 | 134 | 613 | 863 | 191 | 173 |
| 76 | 1390 | 213 | 26 | 80 | 568 | 809 | 87 | 45 | NA | 1390 | 80 | 568 | 809 | 156 | 142 |
| 94 | 1497 | 265 | 39 | 135 | 596 | 904 | 154 | 85 | NA | 1497 | 135 | 596 | 904 | 117 | 156 |
| 87 | 1353 | 216 | 36 | 132 | 624 | 779 | 196 | 91 | NA | 1353 | 132 | 624 | 779 | 153 | 140 |
| 83 | 1549 | 252 | 26 | 140 | 461 | 607 | 79 | 51 | NA | 1549 | 140 | 461 | 607 | 130 | 151 |
| 88 | 1493 | 275 | 23 | 76 | 455 | 611 | 71 | 63 | NA | 2303 | 117 | 702 | 943 | 106 | 157 |
| 64 | 1354 | 204 | 26 | 115 | 447 | 750 | 63 | 45 | NA | 1354 | 115 | 447 | 750 | 121 | 169 |
| 77 | 1429 | 242 | 33 | 106 | 442 | 767 | 119 | 60 | NA | 1429 | 106 | 442 | 767 | 113 | 151 |
| 62 | 1367 | 214 | 41 | 130 | 533 | 824 | 131 | 76 | NA | 1375 | 131 | 536 | 829 | 120 | 146 |
| 87 | 1479 | 248 | 43 | 184 | 511 | 1088 | 103 | 85 | NA | 1479 | 184 | 511 | 1088 | 120 | 160 |
| 75 | 1478 | 264 | 35 | 194 | 567 | 1081 | 120 | 71 | NA | 1478 | 194 | 567 | 1081 | 148 | 148 |
| 70 | 1387 | 228 | 39 | 113 | 545 | 1028 | 131 | 57 | NA | 1396 | 114 | 548 | 1034 | 130 | 146 |
| 83 | 1433 | 260 | 46 | 122 | 503 | 989 | 101 | 49 | NA | 1433 | 122 | 503 | 989 | 136 | 137 |
| 83 | 1416 | 257 | 27 | 110 | 575 | 1054 | 115 | 48 | NA | 1416 | 110 | 575 | 1054 | 133 | 161 |
| 85 | 1539 | 288 | 31 | 177 | 596 | 1039 | 102 | 50 | NA | 1539 | 177 | 596 | 1039 | 134 | 138 |
| 77 | 1387 | 266 | 23 | 159 | 550 | 1036 | 81 | 44 | NA | 1387 | 159 | 550 | 1036 | 153 | 153 |
| 74 | 1583 | 281 | 38 | 176 | 621 | 1037 | 117 | 50 | NA | 2250 | 250 | 882 | 1474 | 149 | 151 |
| 83 | 1467 | 278 | 27 | 155 | 592 | 987 | 101 | 53 | NA | 1650 | 174 | 666 | 1110 | 110 | 176 |
| 90 | 1622 | 323 | 32 | 221 | 660 | 1041 | 83 | 26 | NA | 1622 | 221 | 660 | 1041 | 87 | 150 |
| 77 | 1547 | 311 | 27 | 187 | 500 | 1116 | 72 | 37 | NA | 1547 | 187 | 500 | 1116 | 122 | 155 |
| 88 | 1637 | 314 | 32 | 201 | 595 | 1045 | 82 | 47 | NA | 1637 | 201 | 595 | 1045 | 122 | 140 |
| 95 | 1653 | 304 | 29 | 230 | 611 | 937 | 111 | 54 | NA | 1653 | 230 | 611 | 937 | 119 | 167 |
| 71 | 1601 | 330 | 35 | 173 | 580 | 922 | 69 | 47 | 39 | 1601 | 173 | 580 | 922 | 135 | 162 |
| 73 | 1566 | 326 | 23 | 246 | 548 | 1093 | 97 | 32 | 75 | 1566 | 246 | 548 | 1093 | 114 | 167 |
| 72 | 1510 | 304 | 27 | 230 | 554 | 1055 | 62 | 34 | 62 | 1510 | 230 | 554 | 1055 | 99 | 152 |
| 71 | 1506 | 274 | 36 | 239 | 488 | 1052 | 65 | 25 | 75 | 1506 | 239 | 488 | 1052 | 94 | 168 |
| 89 | 1492 | 323 | 34 | 227 | 500 | 1099 | 69 | 36 | 61 | 1492 | 227 | 500 | 1099 | 117 | 152 |
| 79 | 1528 | 311 | 29 | 260 | 495 | 1112 | 67 | 15 | 48 | 1528 | 260 | 495 | 1112 | 108 | 149 |
| 80 | 1571 | 357 | 23 | 183 | 505 | 1061 | 53 | 24 | 40 | 1571 | 183 | 505 | 1061 | 98 | 174 |
| 83 | 1414 | 187 | 133 | 29 | 596 | 685 | 517 | NA | NA | 1735 | 36 | 731 | 841 | 514 | NA |
| 72 | 1338 | 238 | 75 | 12 | 245 | 843 | NA | NA | NA | 2084 | 19 | 382 | 1313 | 731 | NA |
| 54 | 1375 | 231 | 41 | 101 | 502 | 824 | 65 | 55 | NA | 1384 | 102 | 505 | 829 | 164 | 134 |
| 53 | 1362 | 253 | 34 | 95 | 448 | 663 | 75 | 56 | NA | 1362 | 95 | 448 | 663 | 158 | 187 |
| 67 | 1398 | 249 | 53 | 126 | 448 | 813 | 67 | 72 | NA | 1398 | 126 | 448 | 813 | 133 | 206 |
| 57 | 1218 | 209 | 35 | 93 | 434 | 850 | 101 | 87 | NA | 1861 | 142 | 663 | 1299 | 160 | 156 |
| 78 | 1447 | 262 | 45 | 106 | 415 | 749 | 118 | 81 | NA | 1447 | 106 | 415 | 749 | 136 | 146 |
| 89 | 1546 | 268 | 58 | 167 | 510 | 810 | 131 | 72 | NA | 1546 | 167 | 510 | 810 | 115 | 148 |
| 89 | 1555 | 275 | 68 | 143 | 460 | 816 | 193 | 67 | NA | 1555 | 143 | 460 | 816 | 123 | 166 |
| 100 | 1491 | 283 | 53 | 159 | 506 | 812 | 145 | 77 | NA | 1500 | 160 | 509 | 817 | 126 | 165 |
| 86 | 1540 | 285 | 35 | 181 | 496 | 848 | 110 | 59 | NA | 1540 | 181 | 496 | 848 | 100 | 150 |
| 96 | 1514 | 277 | 38 | 215 | 555 | 970 | 126 | 50 | NA | 1514 | 215 | 555 | 970 | 111 | 148 |
| 87 | 1491 | 271 | 47 | 158 | 521 | 935 | 107 | 36 | NA | 1491 | 158 | 521 | 935 | 110 | 170 |
| 89 | 1449 | 265 | 40 | 142 | 521 | 923 | 144 | 58 | NA | 1449 | 142 | 521 | 923 | 126 | 164 |
| 86 | 1479 | 263 | 50 | 167 | 526 | 970 | 111 | 52 | NA | 1479 | 167 | 526 | 970 | 86 | 144 |
| 91 | 1412 | 295 | 45 | 133 | 499 | 1043 | 148 | 53 | NA | 1412 | 133 | 499 | 1043 | 127 | 115 |
| 96 | 1458 | 265 | 40 | 163 | 561 | 933 | 129 | 39 | NA | 1458 | 163 | 561 | 933 | 93 | 109 |
| 95 | 1556 | 317 | 42 | 159 | 588 | 861 | 170 | 49 | NA | 1556 | 159 | 588 | 861 | 107 | 144 |
| 77 | 1499 | 296 | 42 | 162 | 545 | 973 | 111 | 37 | NA | 2112 | 228 | 768 | 1371 | 113 | 148 |
| 63 | 1473 | 309 | 30 | 158 | 554 | 1019 | 84 | 18 | NA | 1657 | 178 | 623 | 1146 | 109 | 147 |
| 74 | 1451 | 302 | 35 | 177 | 529 | 1105 | 116 | 38 | NA | 1451 | 177 | 529 | 1105 | 110 | 187 |
| 76 | 1333 | 275 | 41 | 147 | 487 | 1138 | 134 | 50 | NA | 1333 | 147 | 487 | 1138 | 97 | 150 |
| 88 | 1482 | 316 | 19 | 221 | 564 | 1132 | 184 | 81 | NA | 1482 | 221 | 564 | 1132 | 125 | 131 |
| 84 | 1580 | 337 | 14 | 212 | 578 | 1077 | 119 | 48 | NA | 1580 | 212 | 578 | 1077 | 106 | 164 |
| 83 | 1562 | 328 | 21 | 244 | 526 | 1026 | 89 | 34 | 60 | 1562 | 244 | 526 | 1026 | 100 | 176 |
| 86 | 1580 | 357 | 33 | 190 | 546 | 1081 | 37 | 25 | 90 | 1580 | 190 | 546 | 1081 | 117 | 161 |
| 67 | 1447 | 292 | 34 | 146 | 516 | 1090 | 58 | 31 | 71 | 1456 | 147 | 519 | 1097 | 92 | 151 |
| 80 | 1480 | 307 | 39 | 136 | 486 | 955 | 72 | 35 | 89 | 1480 | 136 | 486 | 955 | 95 | 154 |
| 87 | 1591 | 348 | 27 | 199 | 514 | 906 | 65 | 33 | 63 | 1591 | 199 | 514 | 906 | 99 | 157 |
| 75 | 2222 | 295 | 197 | 35 | 284 | 110 | 359 | NA | NA | 12856 | 203 | 1643 | 636 | 1146 | NA |
| 97 | 2132 | 363 | 71 | 32 | 45 | 91 | 58 | 45 | NA | 13815 | 207 | 292 | 590 | 933 | NA |
| 80 | 1474 | 223 | 72 | 10 | 234 | 507 | NA | NA | NA | 2877 | 20 | 457 | 990 | 714 | 113 |
| 75 | 1454 | 239 | 60 | 10 | 270 | 463 | NA | NA | NA | 2804 | 19 | 521 | 893 | 600 | 135 |
| 68 | 1458 | 226 | 115 | 23 | 213 | 582 | NA | NA | NA | 2846 | 45 | 416 | 1136 | 843 | 137 |
| 53 | 1420 | 176 | 101 | 23 | 562 | 582 | 263 | NA | NA | 1704 | 28 | 674 | 698 | 707 | NA |
| 62 | 1336 | 160 | 84 | 40 | 568 | 593 | 296 | NA | NA | 1433 | 43 | 609 | 636 | 587 | NA |
| 50 | 1582 | 226 | 104 | 29 | 658 | 298 | 193 | NA | NA | 1987 | 36 | 826 | 374 | 624 | NA |
| 55 | 1616 | 268 | 145 | 72 | 757 | 460 | 306 | NA | NA | 1983 | 88 | 929 | 565 | 612 | NA |
| 54 | 1663 | 262 | 128 | 70 | 656 | 501 | 300 | NA | NA | 2105 | 89 | 830 | 634 | 562 | NA |
| 75 | 1689 | 238 | 95 | 44 | 459 | 427 | 255 | NA | NA | 2073 | 54 | 563 | 524 | 453 | NA |
| 54 | 1517 | 189 | 85 | 38 | 394 | 411 | 210 | NA | NA | 1617 | 41 | 420 | 438 | 471 | NA |
| 58 | 1523 | 173 | 93 | 50 | 373 | 363 | 188 | NA | NA | 1623 | 53 | 398 | 387 | 430 | NA |
| 33 | 1695 | 187 | 104 | 12 | 79 | 137 | 21 | 21 | NA | 7041 | 50 | 328 | 569 | 997 | NA |
| 12 | 1009 | 112 | 75 | 0 | 12 | 0 | NA | NA | NA | 12574 | 0 | 150 | 0 | 847 | NA |
| 68 | 1347 | 174 | 38 | 6 | 171 | 807 | NA | NA | NA | 1948 | 9 | 247 | 1167 | 796 | NA |
| 38 | 1156 | 182 | 69 | 31 | 358 | 786 | 193 | NA | NA | 1561 | 42 | 483 | 1061 | 618 | NA |
| 61 | 1380 | 198 | 84 | 62 | 357 | 450 | 444 | NA | NA | 1832 | 82 | 474 | 598 | 623 | NA |
| 58 | 1141 | 118 | 59 | 36 | 297 | 603 | 400 | NA | NA | 1379 | 44 | 359 | 729 | 573 | NA |
| 54 | 1444 | 197 | 74 | 33 | 609 | 596 | 303 | NA | NA | 1887 | 43 | 796 | 779 | 678 | NA |
| 29 | 1122 | 69 | 64 | 0 | 29 | 0 | NA | NA | NA | 6492 | 0 | 168 | 0 | 1522 | NA |
| 78 | 1364 | 252 | 101 | 16 | 158 | 543 | NA | NA | NA | 2662 | 31 | 308 | 1060 | 693 | 96 |
| 63 | 1543 | 225 | 61 | 14 | 239 | 334 | NA | NA | NA | 3048 | 28 | 472 | 660 | 697 | 99 |
| 35 | 1329 | 210 | 110 | 31 | 218 | 584 | NA | NA | NA | 2563 | 60 | 420 | 1126 | 905 | 127 |
| 52 | 1300 | 202 | 33 | 125 | 529 | 962 | 52 | 52 | NA | 1300 | 125 | 529 | 962 | 184 | 179 |
| 73 | 1284 | 211 | 35 | 136 | 659 | 972 | 65 | 45 | NA | 1284 | 136 | 659 | 972 | 141 | 193 |
| 71 | 1320 | 198 | 29 | 89 | 546 | 805 | 51 | 43 | NA | 1328 | 90 | 549 | 810 | 151 | 165 |
| 79 | 1363 | 202 | 29 | 87 | 656 | 817 | 125 | 49 | NA | 1371 | 88 | 660 | 822 | 154 | 158 |
| 75 | 1346 | 216 | 31 | 98 | 579 | 954 | 108 | 58 | NA | 1346 | 98 | 579 | 954 | 180 | 179 |
| 55 | 1275 | 224 | 32 | 94 | 433 | 841 | 86 | 44 | NA | 1275 | 94 | 433 | 841 | 147 | 179 |
| 75 | 1474 | 294 | 50 | 138 | 478 | 877 | 88 | 50 | NA | 1474 | 138 | 478 | 877 | 129 | 128 |
| 76 | 1404 | 269 | 31 | 121 | 396 | 881 | 80 | 42 | NA | 1404 | 121 | 396 | 881 | 134 | 150 |
| 96 | 1463 | 276 | 43 | 145 | 437 | 901 | 123 | 57 | NA | 1481 | 147 | 442 | 912 | 133 | 125 |
| 90 | 1407 | 250 | 61 | 114 | 547 | 865 | 237 | 82 | NA | 1407 | 114 | 547 | 865 | 144 | 126 |
| 90 | 1325 | 219 | 42 | 122 | 552 | 747 | 207 | 60 | NA | 1988 | 183 | 828 | 1121 | 122 | 132 |
| 86 | 1454 | 270 | 38 | 133 | 503 | 816 | 156 | 56 | NA | 1454 | 133 | 503 | 816 | 122 | 117 |
| 82 | 1482 | 297 | 41 | 102 | 509 | 733 | 138 | 44 | NA | 1482 | 102 | 509 | 733 | 116 | 130 |
| 78 | 1375 | 244 | 36 | 97 | 473 | 787 | 132 | 38 | NA | 1384 | 98 | 476 | 792 | 133 | 148 |
| 85 | 1350 | 244 | 49 | 119 | 495 | 885 | 170 | 77 | NA | 1358 | 120 | 498 | 890 | 122 | 153 |
| 78 | 1410 | 257 | 50 | 111 | 540 | 1022 | 194 | 96 | NA | 1419 | 112 | 543 | 1028 | 134 | 133 |
| 91 | 1467 | 310 | 39 | 120 | 501 | 918 | 166 | 74 | NA | 1467 | 120 | 501 | 918 | 147 | 122 |
| 81 | 1400 | 260 | 48 | 107 | 454 | 1053 | 189 | 89 | NA | 1400 | 107 | 454 | 1053 | 142 | 145 |
| 81 | 1353 | 267 | 30 | 100 | 572 | 958 | 160 | 70 | NA | 1353 | 100 | 572 | 958 | 136 | 126 |
| 85 | 1363 | 227 | 43 | 114 | 576 | 1024 | 235 | 99 | NA | 1363 | 114 | 576 | 1024 | 110 | 134 |
| 71 | 1337 | 237 | 42 | 96 | 487 | 1063 | 222 | 101 | NA | 1345 | 97 | 490 | 1070 | 132 | 129 |
| 105 | 1579 | 350 | 43 | 153 | 539 | 951 | 195 | 51 | NA | 2244 | 217 | 766 | 1351 | 134 | 128 |
| 74 | 1427 | 298 | 27 | 133 | 450 | 1014 | 135 | 55 | NA | 1605 | 150 | 506 | 1141 | 123 | 134 |
| 88 | 1441 | 297 | 27 | 148 | 492 | 1077 | 108 | 34 | NA | 1441 | 148 | 492 | 1077 | 126 | 121 |
| 65 | 1348 | 280 | 32 | 147 | 439 | 1058 | 91 | 46 | NA | 1348 | 147 | 439 | 1058 | 155 | 127 |
| 68 | 1473 | 320 | 47 | 163 | 438 | 939 | 70 | 51 | NA | 1473 | 163 | 438 | 939 | 160 | 126 |
| 67 | 1475 | 310 | 35 | 178 | 476 | 1048 | 58 | 48 | 29 | 1475 | 178 | 476 | 1048 | 132 | 151 |
| 68 | 1361 | 320 | 28 | 131 | 478 | 1071 | 101 | 51 | 60 | 1361 | 131 | 478 | 1071 | 108 | 139 |
| 83 | 1432 | 300 | 36 | 162 | 575 | 1104 | 118 | 64 | 46 | 1432 | 162 | 575 | 1104 | 139 | 160 |
| 83 | 1404 | 294 | 25 | 144 | 522 | 990 | 100 | 39 | 45 | 1404 | 144 | 522 | 990 | 102 | 152 |
| 67 | 1361 | 276 | 27 | 151 | 496 | 925 | 109 | 38 | 35 | 1361 | 151 | 496 | 925 | 99 | 171 |
| 81 | 1367 | 311 | 32 | 117 | 491 | 1090 | 45 | 45 | 89 | 1367 | 117 | 491 | 1090 | 92 | 156 |
| 71 | 1437 | 322 | 22 | 164 | 594 | 1156 | 123 | 62 | 69 | 1437 | 164 | 594 | 1156 | 131 | 123 |
| 31 | 1116 | 157 | 62 | 15 | 262 | 969 | NA | NA | NA | 2870 | 39 | 674 | 2492 | 1026 | NA |
mlb_training %>%
summary() %>%
kable() %>%
kable_styling()
| TARGET_WINS | TEAM_BATTING_H | TEAM_BATTING_2B | TEAM_BATTING_3B | TEAM_BATTING_HR | TEAM_BATTING_BB | TEAM_BATTING_SO | TEAM_BASERUN_SB | TEAM_BASERUN_CS | TEAM_BATTING_HBP | TEAM_PITCHING_H | TEAM_PITCHING_HR | TEAM_PITCHING_BB | TEAM_PITCHING_SO | TEAM_FIELDING_E | TEAM_FIELDING_DP | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Min. : 0.00 | Min. : 891 | Min. : 69.0 | Min. : 0.00 | Min. : 0.00 | Min. : 0.0 | Min. : 0.0 | Min. : 0.0 | Min. : 0.0 | Min. :29.00 | Min. : 1137 | Min. : 0.0 | Min. : 0.0 | Min. : 0.0 | Min. : 65.0 | Min. : 52.0 | |
| 1st Qu.: 71.00 | 1st Qu.:1383 | 1st Qu.:208.0 | 1st Qu.: 34.00 | 1st Qu.: 42.00 | 1st Qu.:451.0 | 1st Qu.: 548.0 | 1st Qu.: 66.0 | 1st Qu.: 38.0 | 1st Qu.:50.50 | 1st Qu.: 1419 | 1st Qu.: 50.0 | 1st Qu.: 476.0 | 1st Qu.: 615.0 | 1st Qu.: 127.0 | 1st Qu.:131.0 | |
| Median : 82.00 | Median :1454 | Median :238.0 | Median : 47.00 | Median :102.00 | Median :512.0 | Median : 750.0 | Median :101.0 | Median : 49.0 | Median :58.00 | Median : 1518 | Median :107.0 | Median : 536.5 | Median : 813.5 | Median : 159.0 | Median :149.0 | |
| Mean : 80.79 | Mean :1469 | Mean :241.2 | Mean : 55.25 | Mean : 99.61 | Mean :501.6 | Mean : 735.6 | Mean :124.8 | Mean : 52.8 | Mean :59.36 | Mean : 1779 | Mean :105.7 | Mean : 553.0 | Mean : 817.7 | Mean : 246.5 | Mean :146.4 | |
| 3rd Qu.: 92.00 | 3rd Qu.:1537 | 3rd Qu.:273.0 | 3rd Qu.: 72.00 | 3rd Qu.:147.00 | 3rd Qu.:580.0 | 3rd Qu.: 930.0 | 3rd Qu.:156.0 | 3rd Qu.: 62.0 | 3rd Qu.:67.00 | 3rd Qu.: 1682 | 3rd Qu.:150.0 | 3rd Qu.: 611.0 | 3rd Qu.: 968.0 | 3rd Qu.: 249.2 | 3rd Qu.:164.0 | |
| Max. :146.00 | Max. :2554 | Max. :458.0 | Max. :223.00 | Max. :264.00 | Max. :878.0 | Max. :1399.0 | Max. :697.0 | Max. :201.0 | Max. :95.00 | Max. :30132 | Max. :343.0 | Max. :3645.0 | Max. :19278.0 | Max. :1898.0 | Max. :228.0 | |
| NA | NA | NA | NA | NA | NA | NA’s :102 | NA’s :131 | NA’s :772 | NA’s :2085 | NA | NA | NA | NA’s :102 | NA | NA’s :286 |
skim(mlb_training)
| Name | mlb_training |
| Number of rows | 2276 |
| Number of columns | 16 |
| _______________________ | |
| Column type frequency: | |
| numeric | 16 |
| ________________________ | |
| Group variables | None |
Variable type: numeric
| skim_variable | n_missing | complete_rate | mean | sd | p0 | p25 | p50 | p75 | p100 | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| TARGET_WINS | 0 | 1.00 | 80.79 | 15.75 | 0 | 71.0 | 82.0 | 92.00 | 146 | ▁▁▇▅▁ |
| TEAM_BATTING_H | 0 | 1.00 | 1469.27 | 144.59 | 891 | 1383.0 | 1454.0 | 1537.25 | 2554 | ▁▇▂▁▁ |
| TEAM_BATTING_2B | 0 | 1.00 | 241.25 | 46.80 | 69 | 208.0 | 238.0 | 273.00 | 458 | ▁▆▇▂▁ |
| TEAM_BATTING_3B | 0 | 1.00 | 55.25 | 27.94 | 0 | 34.0 | 47.0 | 72.00 | 223 | ▇▇▂▁▁ |
| TEAM_BATTING_HR | 0 | 1.00 | 99.61 | 60.55 | 0 | 42.0 | 102.0 | 147.00 | 264 | ▇▆▇▅▁ |
| TEAM_BATTING_BB | 0 | 1.00 | 501.56 | 122.67 | 0 | 451.0 | 512.0 | 580.00 | 878 | ▁▁▇▇▁ |
| TEAM_BATTING_SO | 102 | 0.96 | 735.61 | 248.53 | 0 | 548.0 | 750.0 | 930.00 | 1399 | ▁▆▇▇▁ |
| TEAM_BASERUN_SB | 131 | 0.94 | 124.76 | 87.79 | 0 | 66.0 | 101.0 | 156.00 | 697 | ▇▃▁▁▁ |
| TEAM_BASERUN_CS | 772 | 0.66 | 52.80 | 22.96 | 0 | 38.0 | 49.0 | 62.00 | 201 | ▃▇▁▁▁ |
| TEAM_BATTING_HBP | 2085 | 0.08 | 59.36 | 12.97 | 29 | 50.5 | 58.0 | 67.00 | 95 | ▂▇▇▅▁ |
| TEAM_PITCHING_H | 0 | 1.00 | 1779.21 | 1406.84 | 1137 | 1419.0 | 1518.0 | 1682.50 | 30132 | ▇▁▁▁▁ |
| TEAM_PITCHING_HR | 0 | 1.00 | 105.70 | 61.30 | 0 | 50.0 | 107.0 | 150.00 | 343 | ▇▇▆▁▁ |
| TEAM_PITCHING_BB | 0 | 1.00 | 553.01 | 166.36 | 0 | 476.0 | 536.5 | 611.00 | 3645 | ▇▁▁▁▁ |
| TEAM_PITCHING_SO | 102 | 0.96 | 817.73 | 553.09 | 0 | 615.0 | 813.5 | 968.00 | 19278 | ▇▁▁▁▁ |
| TEAM_FIELDING_E | 0 | 1.00 | 246.48 | 227.77 | 65 | 127.0 | 159.0 | 249.25 | 1898 | ▇▁▁▁▁ |
| TEAM_FIELDING_DP | 286 | 0.87 | 146.39 | 26.23 | 52 | 131.0 | 149.0 | 164.00 | 228 | ▁▂▇▆▁ |
reactable(mlb_test)
mlb_test %>%
glimpse() %>%
kable() %>%
kable_styling()
## Rows: 259
## Columns: 15
## $ TEAM_BATTING_H <int> 1209, 1221, 1395, 1539, 1445, 1431, 1430, 1385, 1259,…
## $ TEAM_BATTING_2B <int> 170, 151, 183, 309, 203, 236, 219, 158, 177, 212, 243…
## $ TEAM_BATTING_3B <int> 33, 29, 29, 29, 68, 53, 55, 42, 78, 42, 40, 55, 57, 2…
## $ TEAM_BATTING_HR <int> 83, 88, 93, 159, 5, 10, 37, 33, 23, 58, 50, 164, 186,…
## $ TEAM_BATTING_BB <int> 447, 516, 509, 486, 95, 215, 568, 356, 466, 452, 495,…
## $ TEAM_BATTING_SO <int> 1080, 929, 816, 914, 416, 377, 527, 609, 689, 584, 64…
## $ TEAM_BASERUN_SB <int> 62, 54, 59, 148, NA, NA, 365, 185, 150, 52, 64, 48, 3…
## $ TEAM_BASERUN_CS <int> 50, 39, 47, 57, NA, NA, NA, NA, NA, NA, NA, 28, 21, 8…
## $ TEAM_BATTING_HBP <int> NA, NA, NA, 42, NA, NA, NA, NA, NA, NA, NA, NA, NA, N…
## $ TEAM_PITCHING_H <int> 1209, 1221, 1395, 1539, 3902, 2793, 1544, 1626, 1342,…
## $ TEAM_PITCHING_HR <int> 83, 88, 93, 159, 14, 20, 40, 39, 25, 62, 53, 173, 196…
## $ TEAM_PITCHING_BB <int> 447, 516, 509, 486, 257, 420, 613, 418, 497, 482, 521…
## $ TEAM_PITCHING_SO <int> 1080, 929, 816, 914, 1123, 736, 569, 715, 734, 622, 6…
## $ TEAM_FIELDING_E <int> 140, 135, 156, 124, 616, 572, 490, 328, 226, 184, 200…
## $ TEAM_FIELDING_DP <int> 156, 164, 153, 154, 130, 105, NA, 104, 132, 145, 183,…
| TEAM_BATTING_H | TEAM_BATTING_2B | TEAM_BATTING_3B | TEAM_BATTING_HR | TEAM_BATTING_BB | TEAM_BATTING_SO | TEAM_BASERUN_SB | TEAM_BASERUN_CS | TEAM_BATTING_HBP | TEAM_PITCHING_H | TEAM_PITCHING_HR | TEAM_PITCHING_BB | TEAM_PITCHING_SO | TEAM_FIELDING_E | TEAM_FIELDING_DP |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1209 | 170 | 33 | 83 | 447 | 1080 | 62 | 50 | NA | 1209 | 83 | 447 | 1080 | 140 | 156 |
| 1221 | 151 | 29 | 88 | 516 | 929 | 54 | 39 | NA | 1221 | 88 | 516 | 929 | 135 | 164 |
| 1395 | 183 | 29 | 93 | 509 | 816 | 59 | 47 | NA | 1395 | 93 | 509 | 816 | 156 | 153 |
| 1539 | 309 | 29 | 159 | 486 | 914 | 148 | 57 | 42 | 1539 | 159 | 486 | 914 | 124 | 154 |
| 1445 | 203 | 68 | 5 | 95 | 416 | NA | NA | NA | 3902 | 14 | 257 | 1123 | 616 | 130 |
| 1431 | 236 | 53 | 10 | 215 | 377 | NA | NA | NA | 2793 | 20 | 420 | 736 | 572 | 105 |
| 1430 | 219 | 55 | 37 | 568 | 527 | 365 | NA | NA | 1544 | 40 | 613 | 569 | 490 | NA |
| 1385 | 158 | 42 | 33 | 356 | 609 | 185 | NA | NA | 1626 | 39 | 418 | 715 | 328 | 104 |
| 1259 | 177 | 78 | 23 | 466 | 689 | 150 | NA | NA | 1342 | 25 | 497 | 734 | 226 | 132 |
| 1397 | 212 | 42 | 58 | 452 | 584 | 52 | NA | NA | 1489 | 62 | 482 | 622 | 184 | 145 |
| 1427 | 243 | 40 | 50 | 495 | 640 | 64 | NA | NA | 1501 | 53 | 521 | 673 | 200 | 183 |
| 1496 | 239 | 55 | 164 | 462 | 670 | 48 | 28 | NA | 1574 | 173 | 486 | 705 | 150 | 178 |
| 1420 | 223 | 57 | 186 | 511 | 751 | 31 | 21 | NA | 1494 | 196 | 538 | 790 | 137 | 167 |
| 1460 | 232 | 22 | 176 | 503 | 680 | 27 | 8 | NA | 1536 | 185 | 529 | 715 | 125 | 160 |
| 1411 | 195 | 22 | 141 | 485 | 665 | 59 | 48 | NA | 1411 | 141 | 485 | 665 | 115 | 114 |
| 1434 | 192 | 30 | 153 | 434 | 747 | 57 | 46 | NA | 1434 | 153 | 434 | 747 | 146 | 180 |
| 1297 | 204 | 22 | 130 | 491 | 1008 | 84 | 55 | NA | 1313 | 132 | 497 | 1021 | 154 | 126 |
| 1446 | 284 | 25 | 166 | 565 | 1041 | 77 | 39 | 55 | 1464 | 168 | 572 | 1054 | 115 | 172 |
| 1276 | 162 | 52 | 17 | 383 | NA | 138 | NA | NA | 1351 | 18 | 406 | NA | 301 | 83 |
| 1715 | 322 | 72 | 116 | 527 | 397 | 90 | 83 | NA | 1816 | 123 | 558 | 420 | 232 | 174 |
| 1520 | 295 | 68 | 49 | 628 | 459 | 77 | 49 | NA | 1620 | 52 | 669 | 489 | 166 | 158 |
| 1597 | 291 | 38 | 98 | 629 | 563 | 54 | 43 | NA | 1702 | 104 | 670 | 600 | 155 | 174 |
| 1453 | 256 | 67 | 105 | 653 | 651 | 40 | 41 | NA | 1559 | 113 | 701 | 698 | 179 | 153 |
| 1378 | 225 | 26 | 118 | 533 | 677 | 18 | 36 | NA | 1450 | 124 | 561 | 712 | 160 | 174 |
| 1516 | 277 | 24 | 152 | 431 | 902 | 89 | 36 | 54 | 1516 | 152 | 431 | 902 | 105 | 164 |
| 1556 | 288 | 20 | 164 | 474 | 878 | 121 | 32 | 73 | 1556 | 164 | 474 | 878 | 102 | 156 |
| 1499 | 183 | 28 | 3 | 83 | 0 | NA | NA | NA | 5167 | 10 | 286 | 0 | 1224 | NA |
| 1464 | 263 | 58 | 47 | 385 | 479 | 63 | 66 | NA | 1540 | 49 | 405 | 504 | 232 | 146 |
| 1558 | 318 | 66 | 32 | 634 | 439 | 83 | 64 | NA | 1639 | 34 | 667 | 462 | 218 | 130 |
| 1502 | 308 | 36 | 39 | 432 | 602 | 45 | 46 | NA | 1601 | 42 | 460 | 642 | 199 | 135 |
| 1596 | 320 | 58 | 130 | 718 | 596 | 70 | 54 | NA | 1679 | 137 | 755 | 627 | 178 | 146 |
| 1546 | 260 | 59 | 110 | 630 | 541 | 72 | 65 | NA | 1648 | 117 | 671 | 577 | 167 | 166 |
| 1516 | 282 | 53 | 115 | 723 | 695 | 47 | 38 | NA | 1595 | 121 | 761 | 731 | 146 | 174 |
| 1550 | 275 | 47 | 146 | 765 | 723 | 29 | 20 | NA | 1631 | 154 | 805 | 761 | 178 | 177 |
| 1447 | 260 | 54 | 148 | 532 | 935 | 39 | 33 | NA | 1465 | 150 | 539 | 947 | 130 | 154 |
| 1450 | 252 | 28 | 203 | 594 | 855 | 50 | 48 | NA | 1450 | 203 | 594 | 855 | 156 | 131 |
| 1347 | 239 | 36 | 130 | 546 | 897 | 69 | 31 | NA | 1408 | 136 | 571 | 938 | 136 | 147 |
| 1561 | 260 | 56 | 214 | 531 | 911 | 66 | 47 | NA | 1571 | 215 | 534 | 917 | 133 | 163 |
| 1578 | 252 | 26 | 135 | 567 | 780 | 48 | 47 | NA | 2367 | 203 | 851 | 1170 | 137 | 162 |
| 1598 | 259 | 45 | 181 | 500 | 842 | 38 | 25 | NA | 1598 | 181 | 500 | 842 | 143 | 128 |
| 1497 | 322 | 21 | 145 | 599 | 711 | 41 | 34 | NA | 1506 | 146 | 603 | 715 | 130 | 147 |
| 1569 | 310 | 39 | 124 | 623 | 728 | 65 | 36 | NA | 1569 | 124 | 623 | 728 | 93 | 123 |
| 1119 | 118 | 33 | 7 | 37 | 0 | NA | NA | NA | 4120 | 26 | 136 | 0 | 1568 | NA |
| 1609 | 196 | 120 | 62 | 781 | 599 | 536 | NA | NA | 1931 | 74 | 937 | 719 | 470 | NA |
| 1514 | 175 | 70 | 80 | 615 | 612 | 392 | NA | NA | 1803 | 95 | 733 | 729 | 413 | NA |
| 1657 | 237 | 119 | 41 | 593 | 334 | 325 | NA | NA | 2114 | 52 | 756 | 426 | 537 | NA |
| 1746 | 213 | 106 | 69 | 526 | 429 | 324 | NA | NA | 2176 | 86 | 655 | 535 | 500 | NA |
| 1319 | 224 | 70 | 56 | 416 | 677 | 176 | 131 | NA | 1397 | 59 | 440 | 717 | 284 | 100 |
| 1293 | 204 | 70 | 18 | 437 | 630 | 134 | NA | NA | 1360 | 19 | 460 | 663 | 281 | 127 |
| 1420 | 235 | 70 | 36 | 450 | 443 | 121 | 136 | NA | 1494 | 38 | 473 | 466 | 237 | 118 |
| 1496 | 269 | 54 | 76 | 412 | 500 | 55 | NA | NA | 1574 | 80 | 433 | 526 | 177 | 171 |
| 1625 | 289 | 38 | 80 | 517 | 486 | 72 | NA | NA | 1709 | 84 | 544 | 511 | 154 | 164 |
| 1391 | 239 | 50 | 145 | 499 | 1041 | 70 | 49 | NA | 1391 | 145 | 499 | 1041 | 162 | 147 |
| 1319 | 203 | 43 | 130 | 415 | 854 | 41 | 30 | NA | 1319 | 130 | 415 | 854 | 119 | 149 |
| 1411 | 251 | 35 | 107 | 471 | 912 | 93 | 64 | NA | 1411 | 107 | 471 | 912 | 174 | 149 |
| 1420 | 221 | 41 | 104 | 417 | 816 | 77 | 51 | NA | 1420 | 104 | 417 | 816 | 114 | 142 |
| 1552 | 206 | 106 | 38 | 566 | 401 | 334 | NA | NA | 1849 | 45 | 674 | 478 | 411 | 119 |
| 1280 | 203 | 72 | 15 | 392 | 616 | 227 | NA | NA | 1346 | 16 | 412 | 648 | 250 | 100 |
| 1120 | 122 | 61 | 7 | 427 | NA | 194 | NA | NA | 1186 | 7 | 452 | NA | 332 | 106 |
| 1390 | 183 | 84 | 18 | 445 | NA | 216 | NA | NA | 1462 | 19 | 468 | NA | 304 | 107 |
| 1554 | 252 | 81 | 29 | 494 | 414 | 174 | NA | NA | 1798 | 34 | 572 | 479 | 200 | 134 |
| 1410 | 218 | 69 | 45 | 738 | 627 | 65 | 58 | NA | 1483 | 47 | 776 | 660 | 142 | 189 |
| 1507 | 262 | 28 | 159 | 573 | 907 | 107 | 52 | NA | 1516 | 160 | 577 | 913 | 126 | 132 |
| 1481 | 284 | 19 | 242 | 499 | 1030 | 78 | 51 | 63 | 1481 | 242 | 499 | 1030 | 100 | 167 |
| 1450 | 253 | 23 | 200 | 435 | 1002 | 137 | 67 | 79 | 1450 | 200 | 435 | 1002 | 94 | 166 |
| 1637 | 260 | 93 | 26 | 487 | 288 | 446 | NA | NA | 2088 | 33 | 621 | 367 | 321 | NA |
| 1436 | 202 | 82 | 44 | 376 | 681 | 160 | NA | NA | 1674 | 51 | 438 | 794 | 414 | 119 |
| 1600 | 218 | 89 | 21 | 344 | 538 | 152 | NA | NA | 1851 | 24 | 398 | 623 | 373 | 137 |
| 1348 | 168 | 76 | 23 | 506 | NA | 296 | NA | NA | 1427 | 24 | 536 | NA | 327 | 127 |
| 1460 | 191 | 111 | 22 | 612 | 629 | 306 | NA | NA | 1546 | 23 | 648 | 666 | 314 | 114 |
| 1621 | 255 | 126 | 37 | 478 | 350 | 54 | NA | NA | 1705 | 39 | 503 | 368 | 193 | 168 |
| 1433 | 241 | 49 | 45 | 468 | 501 | 52 | NA | NA | 1507 | 47 | 492 | 527 | 127 | 203 |
| 1440 | 232 | 48 | 155 | 586 | 679 | 49 | 32 | NA | 1515 | 163 | 616 | 714 | 144 | 204 |
| 1479 | 211 | 34 | 232 | 555 | 799 | 47 | 23 | NA | 1556 | 244 | 584 | 841 | 119 | 155 |
| 1573 | 281 | 36 | 106 | 379 | 938 | 59 | 55 | NA | 1573 | 106 | 379 | 938 | 144 | 144 |
| 1558 | 224 | 42 | 171 | 474 | 1042 | 79 | 56 | NA | 1558 | 171 | 474 | 1042 | 168 | 158 |
| 1385 | 225 | 46 | 130 | 637 | 961 | 147 | 66 | NA | 1457 | 137 | 670 | 1011 | 116 | 150 |
| 1419 | 250 | 27 | 164 | 488 | 1006 | 124 | 56 | NA | 1419 | 164 | 488 | 1006 | 125 | 131 |
| 1284 | 198 | 61 | 19 | 383 | NA | 186 | NA | NA | 1351 | 20 | 403 | NA | 270 | 100 |
| 1403 | 200 | 68 | 10 | 390 | NA | 201 | NA | NA | 1495 | 11 | 416 | NA | 262 | 119 |
| 1631 | 358 | 48 | 105 | 553 | 455 | 55 | 34 | NA | 1716 | 110 | 582 | 479 | 179 | 173 |
| 1666 | 343 | 82 | 98 | 487 | 600 | 67 | 57 | NA | 1764 | 104 | 516 | 635 | 184 | 156 |
| 1804 | 376 | 86 | 129 | 541 | 494 | 69 | 56 | NA | 1898 | 136 | 569 | 520 | 191 | 162 |
| 1534 | 284 | 53 | 74 | 539 | 624 | 50 | 44 | NA | 1614 | 78 | 567 | 656 | 173 | 202 |
| 1472 | 222 | 52 | 156 | 659 | 788 | 48 | 41 | NA | 1548 | 164 | 693 | 829 | 163 | 148 |
| 1489 | 229 | 21 | 134 | 467 | 603 | 61 | 26 | NA | 1566 | 141 | 491 | 634 | 133 | 174 |
| 1367 | 198 | 21 | 156 | 506 | 857 | 109 | 46 | NA | 1367 | 156 | 506 | 857 | 114 | 127 |
| 1485 | 222 | 46 | 101 | 534 | 692 | 88 | 88 | NA | 1494 | 102 | 537 | 696 | 131 | 146 |
| 1458 | 225 | 32 | 109 | 651 | 625 | 151 | 68 | NA | 1458 | 109 | 651 | 625 | 123 | 129 |
| 1530 | 334 | 30 | 198 | 630 | 1061 | 143 | 60 | NA | 1530 | 198 | 630 | 1061 | 110 | 146 |
| 1421 | 160 | 72 | 30 | 523 | 508 | 289 | NA | NA | 1731 | 37 | 637 | 619 | 445 | NA |
| 1869 | 301 | 122 | 58 | 347 | 127 | 399 | NA | NA | 10814 | 336 | 2008 | 735 | 1261 | NA |
| 1400 | 169 | 66 | 26 | 431 | 344 | 156 | NA | NA | 1680 | 31 | 517 | 413 | 398 | 133 |
| 1494 | 193 | 81 | 12 | 340 | NA | 207 | NA | NA | 1614 | 13 | 367 | NA | 285 | 85 |
| 1449 | 223 | 62 | 20 | 423 | NA | 298 | NA | NA | 1544 | 21 | 451 | NA | 286 | 93 |
| 1385 | 200 | 76 | 29 | 483 | NA | 262 | NA | NA | 1457 | 31 | 508 | NA | 296 | 83 |
| 1443 | 218 | 99 | 24 | 716 | 554 | 254 | 154 | NA | 1518 | 25 | 753 | 583 | 271 | 113 |
| 1825 | 284 | 106 | 61 | 616 | 398 | 101 | 94 | NA | 1932 | 65 | 652 | 421 | 245 | 113 |
| 1627 | 296 | 95 | 38 | 630 | 445 | 93 | 76 | NA | 1712 | 40 | 663 | 468 | 207 | 159 |
| 1623 | 299 | 106 | 54 | 622 | 445 | 149 | 77 | NA | 1718 | 57 | 659 | 471 | 221 | 183 |
| 1556 | 298 | 82 | 60 | 500 | 550 | 72 | 53 | NA | 1637 | 63 | 526 | 579 | 187 | 176 |
| 1381 | 228 | 39 | 80 | 535 | 501 | 41 | 42 | NA | 1453 | 84 | 563 | 527 | 203 | 149 |
| 1556 | 272 | 46 | 114 | 532 | 634 | 32 | 37 | NA | 1637 | 120 | 560 | 667 | 138 | 157 |
| 1416 | 206 | 32 | 168 | 610 | 775 | 36 | 18 | NA | 1490 | 177 | 642 | 815 | 130 | 138 |
| 1413 | 257 | 21 | 204 | 546 | 1268 | 87 | 50 | NA | 1413 | 204 | 546 | 1268 | 135 | 157 |
| 1504 | 253 | 102 | 33 | 262 | 482 | NA | NA | NA | 2901 | 64 | 505 | 930 | 652 | 154 |
| 1193 | 165 | 68 | 45 | 299 | 1011 | NA | NA | NA | 1726 | 65 | 432 | 1462 | 743 | NA |
| 1461 | 325 | 30 | 166 | 470 | 1145 | 89 | 40 | 67 | 1461 | 166 | 470 | 1145 | 103 | 174 |
| 1458 | 294 | 36 | 187 | 590 | 999 | 89 | 30 | 61 | 1458 | 187 | 590 | 999 | 101 | 136 |
| 1295 | 237 | 64 | 25 | 360 | 814 | 129 | NA | NA | 1734 | 33 | 482 | 1090 | 609 | NA |
| 1431 | 263 | 58 | 118 | 591 | 675 | 155 | 75 | NA | 1431 | 118 | 591 | 675 | 155 | 151 |
| 1469 | 305 | 59 | 98 | 498 | 644 | 216 | 84 | NA | 1469 | 98 | 498 | 644 | 150 | 153 |
| 1633 | 266 | 59 | 115 | 508 | 709 | 185 | 43 | NA | 1633 | 115 | 508 | 709 | 141 | 150 |
| 1603 | 295 | 58 | 132 | 442 | 758 | 133 | 48 | NA | 1603 | 132 | 442 | 758 | 127 | 140 |
| 1487 | 269 | 52 | 117 | 400 | 832 | 106 | 64 | NA | 1487 | 117 | 400 | 832 | 129 | 157 |
| 1474 | 318 | 44 | 101 | 501 | 884 | 108 | 62 | NA | 1483 | 102 | 504 | 889 | 123 | 162 |
| 1594 | 296 | 52 | 152 | 538 | 938 | 128 | 39 | NA | 1604 | 153 | 541 | 944 | 126 | 190 |
| 1415 | 285 | 42 | 140 | 524 | 921 | 140 | 65 | 52 | 1415 | 140 | 524 | 921 | 130 | 153 |
| 1445 | 289 | 34 | 126 | 424 | 1008 | 53 | 33 | 63 | 1445 | 126 | 424 | 1008 | 125 | 163 |
| 1362 | 199 | 81 | 29 | 408 | 508 | 386 | NA | NA | 1576 | 34 | 472 | 588 | 581 | NA |
| 1572 | 195 | 106 | 30 | 522 | 288 | 297 | NA | NA | 1721 | 33 | 571 | 315 | 344 | NA |
| 1209 | 168 | 56 | 16 | 435 | NA | 217 | NA | NA | 1280 | 17 | 461 | NA | 363 | 92 |
| 1242 | 155 | 69 | 20 | 368 | NA | 132 | NA | NA | 1359 | 22 | 403 | NA | 287 | 103 |
| 1098 | 116 | 63 | 29 | 340 | NA | 119 | NA | NA | 1155 | 31 | 358 | NA | 254 | 69 |
| 1235 | 175 | 77 | 26 | 457 | 743 | 159 | NA | NA | 1299 | 27 | 481 | 782 | 246 | 131 |
| 1651 | 247 | 80 | 59 | 357 | 335 | 83 | 63 | NA | 1737 | 62 | 376 | 352 | 219 | 146 |
| 1712 | 265 | 85 | 68 | 463 | 406 | 39 | 32 | NA | 1813 | 72 | 490 | 430 | 221 | 138 |
| 1391 | 206 | 78 | 41 | 390 | 523 | 112 | NA | NA | 1473 | 43 | 413 | 554 | 239 | 124 |
| 1625 | 299 | 73 | 105 | 534 | 481 | 85 | NA | NA | 1721 | 111 | 565 | 509 | 203 | 120 |
| 1740 | 319 | 77 | 128 | 506 | 569 | 56 | NA | NA | 1830 | 135 | 532 | 599 | 178 | 176 |
| 1626 | 303 | 55 | 84 | 584 | 592 | 59 | NA | NA | 1733 | 90 | 622 | 631 | 192 | 150 |
| 1471 | 277 | 36 | 65 | 602 | 509 | 85 | NA | NA | 1547 | 68 | 633 | 535 | 145 | 158 |
| 1373 | 232 | 14 | 130 | 478 | 966 | 155 | 67 | NA | 1373 | 130 | 478 | 966 | 179 | 118 |
| 1466 | 215 | 35 | 158 | 527 | 1151 | 143 | 51 | NA | 1649 | 178 | 593 | 1295 | 146 | 135 |
| 1450 | 226 | 30 | 203 | 536 | 1092 | 102 | 41 | 62 | 1450 | 203 | 536 | 1092 | 73 | 145 |
| 1474 | 223 | 57 | 18 | 259 | 391 | NA | NA | NA | 2985 | 36 | 524 | 792 | 780 | 75 |
| 1335 | 228 | 49 | 120 | 500 | 909 | 106 | 75 | NA | 1335 | 120 | 500 | 909 | 127 | 168 |
| 1455 | 233 | 36 | 97 | 435 | 677 | 52 | 57 | NA | 1464 | 98 | 438 | 681 | 137 | 157 |
| 1477 | 272 | 35 | 82 | 511 | 779 | 256 | 115 | NA | 1477 | 82 | 511 | 779 | 89 | 146 |
| 1426 | 240 | 25 | 125 | 555 | 932 | 138 | 93 | NA | 1426 | 125 | 555 | 932 | 131 | 148 |
| 1255 | 183 | 61 | 11 | 304 | 814 | 161 | NA | NA | 1346 | 12 | 326 | 873 | 336 | 104 |
| 1264 | 141 | 79 | 9 | 392 | NA | 181 | NA | NA | 1347 | 10 | 418 | NA | 294 | 95 |
| 1695 | 310 | 89 | 66 | 610 | 421 | 110 | 44 | NA | 1795 | 70 | 646 | 446 | 193 | 173 |
| 1460 | 274 | 66 | 63 | 538 | 674 | 54 | 53 | NA | 1536 | 66 | 566 | 709 | 222 | 170 |
| 1349 | 237 | 46 | 53 | 610 | 639 | 50 | 39 | NA | 1419 | 56 | 642 | 672 | 137 | 160 |
| 1340 | 226 | 40 | 117 | 554 | 771 | 14 | 40 | NA | 1410 | 123 | 583 | 811 | 135 | 167 |
| 1396 | 257 | 42 | 150 | 554 | 969 | 92 | 33 | NA | 1396 | 150 | 554 | 969 | 172 | 158 |
| 1472 | 259 | 47 | 82 | 604 | 684 | 99 | 56 | NA | 1472 | 82 | 604 | 684 | 146 | 171 |
| 1544 | 256 | 46 | 112 | 526 | 693 | 66 | 45 | NA | 1544 | 112 | 526 | 693 | 134 | 203 |
| 1453 | 282 | 41 | 141 | 502 | 779 | 68 | 44 | NA | 1453 | 141 | 502 | 779 | 120 | 139 |
| 1446 | 257 | 39 | 196 | 501 | 977 | 81 | 61 | NA | 1446 | 196 | 501 | 977 | 118 | 168 |
| 1468 | 289 | 30 | 106 | 506 | 990 | 119 | 61 | NA | 1486 | 107 | 512 | 1002 | 93 | 146 |
| 1546 | 44 | 29 | 0 | 15 | 44 | 0 | 0 | NA | 22768 | 0 | 221 | 648 | 1473 | NA |
| 1372 | 195 | 31 | 103 | 353 | 932 | 36 | 31 | NA | 1372 | 103 | 353 | 932 | 166 | 154 |
| 1365 | 203 | 29 | 98 | 547 | 958 | 89 | 43 | NA | 1365 | 98 | 547 | 958 | 112 | 135 |
| 1314 | 172 | 26 | 112 | 436 | 1031 | 141 | 64 | NA | 1314 | 112 | 436 | 1031 | 151 | 171 |
| 1469 | 323 | 41 | 200 | 547 | 1071 | 146 | 35 | 62 | 1469 | 200 | 547 | 1071 | 104 | 131 |
| 1382 | 185 | 86 | 32 | 326 | 642 | NA | NA | NA | 2073 | 48 | 489 | 963 | 680 | NA |
| 1642 | 218 | 135 | 29 | 449 | 459 | 252 | NA | NA | 2000 | 35 | 547 | 559 | 488 | 93 |
| 1324 | 153 | 65 | 17 | 437 | NA | 201 | NA | NA | 1420 | 18 | 469 | NA | 352 | 101 |
| 1770 | 313 | 116 | 160 | 677 | 599 | 96 | 63 | NA | 1862 | 168 | 712 | 630 | 219 | 139 |
| 1765 | 293 | 83 | 164 | 792 | 587 | 146 | 72 | NA | 1869 | 174 | 839 | 622 | 177 | 139 |
| 1590 | 277 | 76 | 113 | 657 | 510 | 74 | 50 | NA | 1729 | 123 | 714 | 554 | 164 | 124 |
| 1775 | 334 | 88 | 193 | 741 | 629 | 82 | 42 | NA | 1879 | 204 | 785 | 666 | 173 | 157 |
| 1635 | 297 | 77 | 183 | 746 | 639 | 63 | 38 | NA | 1720 | 193 | 785 | 672 | 178 | 141 |
| 1557 | 264 | 79 | 146 | 655 | 503 | 25 | 25 | NA | 1638 | 154 | 689 | 529 | 126 | 169 |
| 1485 | 210 | 57 | 153 | 591 | 746 | 52 | 40 | NA | 1562 | 161 | 622 | 785 | 129 | 193 |
| 1461 | 229 | 41 | 152 | 515 | 597 | 66 | 47 | NA | 1479 | 154 | 521 | 604 | 124 | 185 |
| 1322 | 208 | 19 | 147 | 427 | 1027 | 119 | 45 | NA | 1322 | 147 | 427 | 1027 | 126 | 164 |
| 1462 | 281 | 18 | 163 | 536 | 903 | 78 | 37 | NA | 1462 | 163 | 536 | 903 | 112 | 165 |
| 1537 | 217 | 115 | 23 | 517 | NA | 275 | NA | NA | 1638 | 25 | 551 | NA | 280 | 123 |
| 1495 | 236 | 85 | 35 | 565 | 579 | 234 | NA | NA | 1583 | 37 | 598 | 613 | 224 | 114 |
| 1468 | 280 | 70 | 66 | 565 | 488 | 60 | 50 | NA | 1585 | 71 | 610 | 527 | 187 | 141 |
| 1689 | 296 | 74 | 59 | 580 | 343 | 103 | 66 | NA | 1777 | 62 | 610 | 361 | 204 | 130 |
| 1533 | 301 | 59 | 104 | 536 | 567 | 64 | 36 | NA | 1634 | 111 | 571 | 604 | 224 | 140 |
| 1379 | 229 | 55 | 64 | 636 | 592 | 39 | 35 | NA | 1451 | 67 | 669 | 623 | 150 | 169 |
| 1373 | 223 | 37 | 94 | 718 | 590 | 55 | 45 | NA | 1444 | 99 | 755 | 621 | 147 | 156 |
| 1394 | 215 | 43 | 118 | 505 | 765 | 42 | 32 | NA | 1466 | 124 | 531 | 805 | 175 | 197 |
| 1371 | 223 | 36 | 116 | 540 | 783 | 17 | 12 | NA | 1442 | 122 | 568 | 824 | 134 | 157 |
| 1400 | 210 | 28 | 148 | 617 | 953 | 100 | 39 | NA | 1400 | 148 | 617 | 953 | 137 | 162 |
| 1327 | 209 | 33 | 114 | 596 | 823 | 343 | 124 | NA | 1335 | 115 | 600 | 828 | 145 | 131 |
| 1432 | 263 | 33 | 199 | 593 | 1056 | 140 | 63 | NA | 1432 | 199 | 593 | 1056 | 142 | 122 |
| 1474 | 251 | 22 | 156 | 580 | 926 | 129 | 54 | NA | 1474 | 156 | 580 | 926 | 105 | 151 |
| 1450 | 279 | 28 | 205 | 609 | 1008 | 46 | 20 | 68 | 1450 | 205 | 609 | 1008 | 102 | 144 |
| 2025 | 292 | 140 | 32 | 259 | 70 | 259 | NA | NA | 10935 | 173 | 1399 | 378 | 1172 | NA |
| 1669 | 281 | 102 | 35 | 391 | 473 | 580 | NA | NA | 2033 | 43 | 476 | 576 | 643 | NA |
| 1631 | 291 | 79 | 52 | 650 | 604 | 307 | NA | NA | 1987 | 63 | 792 | 736 | 566 | NA |
| 1420 | 299 | 79 | 5 | 233 | 587 | NA | NA | NA | 2347 | 8 | 385 | 970 | 1056 | NA |
| 1312 | 230 | 52 | 29 | 324 | 591 | NA | NA | NA | 1932 | 43 | 477 | 870 | 658 | NA |
| 2058 | 336 | 90 | 75 | 573 | 324 | 341 | NA | NA | 2545 | 93 | 709 | 401 | 456 | NA |
| 1351 | 181 | 58 | 25 | 402 | NA | 169 | NA | NA | 1440 | 27 | 428 | NA | 427 | 99 |
| 1452 | 199 | 87 | 17 | 433 | NA | 192 | NA | NA | 1548 | 18 | 461 | NA | 293 | 106 |
| 1466 | 242 | 57 | 68 | 300 | 562 | 106 | 88 | NA | 1552 | 72 | 318 | 595 | 246 | 143 |
| 1534 | 256 | 44 | 64 | 406 | 511 | 59 | NA | NA | 1635 | 68 | 433 | 545 | 195 | 166 |
| 1609 | 311 | 38 | 61 | 433 | 581 | 57 | NA | NA | 1749 | 66 | 471 | 632 | 214 | 152 |
| 1344 | 207 | 28 | 59 | 472 | 527 | 57 | NA | NA | 1414 | 62 | 497 | 554 | 246 | 158 |
| 1438 | 239 | 41 | 96 | 463 | 629 | 72 | NA | NA | 1513 | 101 | 487 | 662 | 221 | 133 |
| 1368 | 225 | 53 | 139 | 686 | 708 | 46 | 34 | NA | 1439 | 146 | 722 | 745 | 116 | 123 |
| 1381 | 218 | 52 | 127 | 615 | 708 | 47 | 24 | NA | 1453 | 134 | 647 | 745 | 151 | 147 |
| 1498 | 250 | 59 | 130 | 603 | 916 | 54 | 35 | NA | 1576 | 137 | 634 | 964 | 136 | 143 |
| 1389 | 206 | 53 | 145 | 497 | 1098 | 46 | 32 | NA | 1398 | 146 | 500 | 1105 | 158 | 154 |
| 1448 | 224 | 49 | 117 | 510 | 969 | 56 | 42 | NA | 1448 | 117 | 510 | 969 | 113 | 147 |
| 1307 | 225 | 58 | 102 | 522 | 1073 | 72 | 64 | NA | 1315 | 103 | 525 | 1080 | 113 | 135 |
| 1517 | 250 | 38 | 104 | 563 | 654 | 156 | 70 | NA | 2297 | 157 | 852 | 990 | 130 | 136 |
| 1417 | 245 | 25 | 112 | 506 | 831 | 128 | 76 | NA | 1417 | 112 | 506 | 831 | 121 | 138 |
| 1352 | 209 | 45 | 125 | 640 | 906 | 143 | 75 | NA | 1352 | 125 | 640 | 906 | 152 | 117 |
| 1458 | 296 | 34 | 106 | 559 | 995 | 81 | 28 | NA | 1640 | 119 | 629 | 1119 | 108 | 156 |
| 1390 | 290 | 35 | 116 | 519 | 1032 | 92 | 56 | NA | 1390 | 116 | 519 | 1032 | 105 | 134 |
| 1475 | 257 | 80 | 52 | 515 | 573 | 284 | NA | NA | 1810 | 64 | 632 | 703 | 471 | NA |
| 1378 | 178 | 85 | 35 | 512 | 604 | 246 | NA | NA | 1654 | 42 | 614 | 725 | 570 | NA |
| 1817 | 277 | 155 | 60 | 541 | 259 | 319 | NA | NA | 2264 | 75 | 674 | 323 | 441 | NA |
| 1711 | 213 | 133 | 29 | 418 | 375 | 195 | NA | NA | 1860 | 32 | 454 | 408 | 392 | NA |
| 1415 | 217 | 112 | 52 | 552 | 613 | 168 | NA | NA | 1489 | 55 | 581 | 645 | 243 | 138 |
| 1263 | 190 | 32 | 97 | 511 | 762 | 45 | 43 | NA | 1329 | 102 | 538 | 802 | 190 | 176 |
| 1328 | 221 | 63 | 96 | 495 | 686 | 23 | 23 | NA | 1397 | 101 | 521 | 722 | 175 | 184 |
| 1571 | 248 | 59 | 126 | 511 | 786 | 36 | 25 | NA | 1653 | 133 | 538 | 827 | 135 | 171 |
| 1522 | 235 | 70 | 130 | 444 | 871 | 66 | 34 | NA | 1522 | 130 | 444 | 871 | 137 | 195 |
| 1550 | 278 | 57 | 133 | 474 | 878 | 260 | 120 | NA | 1550 | 133 | 474 | 878 | 145 | 137 |
| 1412 | 237 | 33 | 98 | 438 | 841 | 96 | 62 | NA | 1412 | 98 | 438 | 841 | 128 | 142 |
| 1344 | 243 | 46 | 111 | 560 | 959 | 120 | 61 | NA | 1361 | 112 | 567 | 971 | 126 | 130 |
| 1441 | 276 | 30 | 141 | 513 | 1094 | 95 | 62 | NA | 1621 | 159 | 577 | 1231 | 136 | 155 |
| 1395 | 271 | 35 | 107 | 393 | 1060 | 159 | 51 | NA | 1395 | 107 | 393 | 1060 | 140 | 161 |
| 1506 | 320 | 31 | 168 | 564 | 1032 | 86 | 40 | 66 | 1506 | 168 | 564 | 1032 | 132 | 169 |
| 1437 | 269 | 39 | 143 | 418 | 1073 | 63 | 40 | 96 | 1446 | 144 | 421 | 1080 | 104 | 190 |
| 2170 | 241 | 70 | 13 | 111 | 102 | 92 | 76 | NA | 6893 | 41 | 353 | 324 | 1217 | NA |
| 1324 | 194 | 53 | 94 | 537 | 775 | 101 | 58 | NA | 1332 | 95 | 540 | 780 | 141 | 155 |
| 1442 | 239 | 25 | 136 | 484 | 917 | 96 | 68 | NA | 1442 | 136 | 484 | 917 | 135 | 135 |
| 1413 | 279 | 37 | 157 | 602 | 1177 | 131 | 53 | 46 | 1413 | 157 | 602 | 1177 | 141 | 155 |
| 1416 | 269 | 39 | 130 | 600 | 977 | 99 | 44 | 49 | 1416 | 130 | 600 | 977 | 109 | 136 |
| 1523 | 216 | 97 | 33 | 360 | 712 | NA | NA | NA | 2203 | 48 | 521 | 1030 | 743 | NA |
| 1294 | 169 | 51 | 24 | 546 | NA | 217 | NA | NA | 1370 | 25 | 578 | NA | 244 | 79 |
| 1668 | 251 | 98 | 79 | 497 | 413 | 145 | 121 | NA | 1766 | 84 | 526 | 437 | 198 | 164 |
| 1422 | 215 | 53 | 140 | 660 | 662 | 44 | NA | NA | 1496 | 147 | 694 | 696 | 144 | 190 |
| 1524 | 231 | 31 | 200 | 513 | 807 | 72 | 49 | NA | 1496 | 196 | 504 | 792 | 139 | 150 |
| 1392 | 227 | 41 | 134 | 568 | 842 | 90 | 59 | NA | 1392 | 134 | 568 | 842 | 178 | 136 |
| 1318 | 200 | 44 | 80 | 512 | 845 | 101 | 58 | NA | 1326 | 80 | 515 | 850 | 157 | 125 |
| 1499 | 229 | 26 | 112 | 528 | 980 | 126 | 76 | NA | 1499 | 112 | 528 | 980 | 169 | 134 |
| 1345 | 215 | 48 | 141 | 471 | 973 | 95 | 57 | NA | 1345 | 141 | 471 | 973 | 108 | 151 |
| 1620 | 210 | 139 | 66 | 542 | 355 | 233 | NA | NA | 1988 | 81 | 665 | 436 | 523 | NA |
| 1339 | 185 | 80 | 34 | 413 | 579 | 149 | NA | NA | 1682 | 43 | 519 | 727 | 276 | 146 |
| 1621 | 272 | 86 | 95 | 503 | 545 | 87 | NA | NA | 1705 | 100 | 529 | 573 | 208 | 148 |
| 1585 | 288 | 62 | 105 | 572 | 498 | 39 | NA | NA | 1667 | 110 | 602 | 524 | 118 | 170 |
| 1576 | 269 | 46 | 67 | 542 | 513 | 58 | NA | NA | 1658 | 70 | 570 | 540 | 143 | 158 |
| 1541 | 300 | 49 | 101 | 451 | 781 | 117 | 54 | NA | 1541 | 101 | 451 | 781 | 122 | 174 |
| 1149 | 175 | 18 | 59 | 529 | 974 | 133 | 77 | NA | 1209 | 62 | 556 | 1025 | 175 | 155 |
| 1626 | 265 | 27 | 125 | 483 | 593 | 92 | 49 | NA | 1636 | 126 | 486 | 597 | 148 | 170 |
| 1461 | 228 | 29 | 121 | 423 | 812 | 82 | 50 | NA | 1470 | 122 | 426 | 817 | 139 | 139 |
| 1472 | 284 | 39 | 181 | 483 | 984 | 113 | 67 | NA | 1472 | 181 | 483 | 984 | 130 | 145 |
| 1366 | 218 | 39 | 99 | 451 | 649 | 28 | 52 | NA | 1374 | 100 | 454 | 653 | 131 | 164 |
| 1489 | 287 | 36 | 195 | 470 | 1094 | 156 | 55 | 74 | 1489 | 195 | 470 | 1094 | 97 | 184 |
| 1457 | 305 | 38 | 187 | 522 | 1142 | 71 | 18 | 53 | 1457 | 187 | 522 | 1142 | 107 | 159 |
| 1454 | 220 | 52 | 9 | 97 | 393 | NA | NA | NA | 3141 | 19 | 210 | 849 | 994 | 95 |
| 1642 | 221 | 98 | 56 | 638 | 451 | 319 | NA | NA | 2031 | 69 | 789 | 558 | 492 | NA |
| 819 | 72 | 72 | 18 | 198 | 1107 | NA | NA | NA | 7371 | 162 | 1782 | 9963 | 936 | NA |
| 1251 | 162 | 23 | 95 | 492 | 860 | 71 | 69 | NA | 1299 | 99 | 511 | 893 | 139 | 146 |
| 1345 | 190 | 23 | 125 | 695 | 777 | 77 | 68 | NA | 1345 | 125 | 695 | 777 | 163 | 156 |
| 1381 | 263 | 37 | 102 | 463 | 976 | 196 | 63 | NA | 1381 | 102 | 463 | 976 | 124 | 113 |
| 1410 | 270 | 36 | 122 | 542 | 860 | 228 | 56 | NA | 1410 | 122 | 542 | 860 | 159 | 144 |
| 1423 | 339 | 34 | 172 | 420 | 1084 | 75 | 46 | NA | 1423 | 172 | 420 | 1084 | 131 | 150 |
mlb_test %>%
summary() %>%
kable() %>%
kable_styling()
| TEAM_BATTING_H | TEAM_BATTING_2B | TEAM_BATTING_3B | TEAM_BATTING_HR | TEAM_BATTING_BB | TEAM_BATTING_SO | TEAM_BASERUN_SB | TEAM_BASERUN_CS | TEAM_BATTING_HBP | TEAM_PITCHING_H | TEAM_PITCHING_HR | TEAM_PITCHING_BB | TEAM_PITCHING_SO | TEAM_FIELDING_E | TEAM_FIELDING_DP | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Min. : 819 | Min. : 44.0 | Min. : 14.00 | Min. : 0.00 | Min. : 15.0 | Min. : 0.0 | Min. : 0.0 | Min. : 0.00 | Min. :42.00 | Min. : 1155 | Min. : 0.0 | Min. : 136.0 | Min. : 0.0 | Min. : 73.0 | Min. : 69.0 | |
| 1st Qu.:1387 | 1st Qu.:210.0 | 1st Qu.: 35.00 | 1st Qu.: 44.50 | 1st Qu.:436.5 | 1st Qu.: 545.0 | 1st Qu.: 59.0 | 1st Qu.: 38.00 | 1st Qu.:53.50 | 1st Qu.: 1426 | 1st Qu.: 52.0 | 1st Qu.: 471.0 | 1st Qu.: 613.0 | 1st Qu.: 131.0 | 1st Qu.:131.0 | |
| Median :1455 | Median :239.0 | Median : 52.00 | Median :101.00 | Median :509.0 | Median : 686.0 | Median : 92.0 | Median : 49.50 | Median :62.00 | Median : 1515 | Median :104.0 | Median : 526.0 | Median : 745.0 | Median : 163.0 | Median :148.0 | |
| Mean :1469 | Mean :241.3 | Mean : 55.91 | Mean : 95.63 | Mean :499.0 | Mean : 709.3 | Mean :123.7 | Mean : 52.32 | Mean :62.37 | Mean : 1813 | Mean :102.1 | Mean : 552.4 | Mean : 799.7 | Mean : 249.7 | Mean :146.1 | |
| 3rd Qu.:1548 | 3rd Qu.:278.5 | 3rd Qu.: 72.00 | 3rd Qu.:135.50 | 3rd Qu.:565.5 | 3rd Qu.: 912.0 | 3rd Qu.:151.8 | 3rd Qu.: 63.00 | 3rd Qu.:67.50 | 3rd Qu.: 1681 | 3rd Qu.:142.5 | 3rd Qu.: 606.5 | 3rd Qu.: 938.0 | 3rd Qu.: 252.0 | 3rd Qu.:164.0 | |
| Max. :2170 | Max. :376.0 | Max. :155.00 | Max. :242.00 | Max. :792.0 | Max. :1268.0 | Max. :580.0 | Max. :154.00 | Max. :96.00 | Max. :22768 | Max. :336.0 | Max. :2008.0 | Max. :9963.0 | Max. :1568.0 | Max. :204.0 | |
| NA | NA | NA | NA | NA | NA’s :18 | NA’s :13 | NA’s :87 | NA’s :240 | NA | NA | NA | NA’s :18 | NA | NA’s :31 |
skim(mlb_test)
| Name | mlb_test |
| Number of rows | 259 |
| Number of columns | 15 |
| _______________________ | |
| Column type frequency: | |
| numeric | 15 |
| ________________________ | |
| Group variables | None |
Variable type: numeric
| skim_variable | n_missing | complete_rate | mean | sd | p0 | p25 | p50 | p75 | p100 | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| TEAM_BATTING_H | 0 | 1.00 | 1469.39 | 150.66 | 819 | 1387.0 | 1455.0 | 1548.00 | 2170 | ▁▂▇▁▁ |
| TEAM_BATTING_2B | 0 | 1.00 | 241.32 | 49.52 | 44 | 210.0 | 239.0 | 278.50 | 376 | ▁▂▇▇▂ |
| TEAM_BATTING_3B | 0 | 1.00 | 55.91 | 27.14 | 14 | 35.0 | 52.0 | 72.00 | 155 | ▇▇▃▁▁ |
| TEAM_BATTING_HR | 0 | 1.00 | 95.63 | 56.33 | 0 | 44.5 | 101.0 | 135.50 | 242 | ▆▅▇▃▁ |
| TEAM_BATTING_BB | 0 | 1.00 | 498.96 | 120.59 | 15 | 436.5 | 509.0 | 565.50 | 792 | ▁▁▅▇▁ |
| TEAM_BATTING_SO | 18 | 0.93 | 709.34 | 243.11 | 0 | 545.0 | 686.0 | 912.00 | 1268 | ▁▃▇▇▂ |
| TEAM_BASERUN_SB | 13 | 0.95 | 123.70 | 93.39 | 0 | 59.0 | 92.0 | 151.75 | 580 | ▇▃▁▁▁ |
| TEAM_BASERUN_CS | 87 | 0.66 | 52.32 | 23.10 | 0 | 38.0 | 49.5 | 63.00 | 154 | ▂▇▃▁▁ |
| TEAM_BATTING_HBP | 240 | 0.07 | 62.37 | 12.71 | 42 | 53.5 | 62.0 | 67.50 | 96 | ▃▇▅▁▁ |
| TEAM_PITCHING_H | 0 | 1.00 | 1813.46 | 1662.91 | 1155 | 1426.5 | 1515.0 | 1681.00 | 22768 | ▇▁▁▁▁ |
| TEAM_PITCHING_HR | 0 | 1.00 | 102.15 | 57.65 | 0 | 52.0 | 104.0 | 142.50 | 336 | ▇▇▆▁▁ |
| TEAM_PITCHING_BB | 0 | 1.00 | 552.42 | 172.95 | 136 | 471.0 | 526.0 | 606.50 | 2008 | ▆▇▁▁▁ |
| TEAM_PITCHING_SO | 18 | 0.93 | 799.67 | 634.31 | 0 | 613.0 | 745.0 | 938.00 | 9963 | ▇▁▁▁▁ |
| TEAM_FIELDING_E | 0 | 1.00 | 249.75 | 230.90 | 73 | 131.0 | 163.0 | 252.00 | 1568 | ▇▁▁▁▁ |
| TEAM_FIELDING_DP | 31 | 0.88 | 146.06 | 25.88 | 69 | 131.0 | 148.0 | 164.00 | 204 | ▁▂▇▇▂ |
mlb_training %>%
gather(variable, value, TARGET_WINS:TEAM_FIELDING_DP) %>%
ggplot(., aes(value)) +
geom_density(fill = "blue", color="blue") +
facet_wrap(~variable, scales ="free", ncol = 4) +
labs(x = element_blank(), y = element_blank())
ggplot(gather(mlb_training), aes(value)) +
geom_histogram(bins = 8) +
facet_wrap(~key, scales = 'free_x')
mlb_training %>%
ggplot(aes(TARGET_WINS)) +
geom_histogram(bins = 50, fill = 'blue', color="black",) +
geom_vline(aes(xintercept = mean(TARGET_WINS, na.rm = T)), col = "red", lty = 2) +
geom_vline(aes(xintercept = median(TARGET_WINS, na.rm = T)), col = "yellow", lty = 2) +
labs(x = element_blank(),
y = "Count",
title = "Distribution of Wins",
caption = "* Red line is the mean value and yellow is the median") +
theme_classic()
The TARGET_WINS column follows a normal distribution.
This will be important when deciding which transformation method to use.
Since TARGET_WINS will be our dependent variable, using a
Box-Cox transformation may not be the best method to use since our
dependent variable follows a normal distribution
mlb_training %>%
gather(-TARGET_WINS, key = "var", value = "value") %>%
ggplot(aes(x = value, y = TARGET_WINS)) +
facet_wrap(~ var, scales = "free") +
geom_point(fill = "blue", color="blue") +
geom_smooth(method = "lm", se = FALSE, color = "black") +
labs(x = element_blank(), y = "Wins")
ggplot(stack(mlb_training), aes(x = ind, y = values)) +
geom_boxplot() +
coord_cartesian(ylim = c(0, 5000))+
labs(x = element_blank(), y = element_blank()) +
theme(axis.text.x = element_text(angle = 45, hjust = 1))
cor_matrix <- mlb_training %>%
cor(., use = "complete.obs")
ggcorrplot::ggcorrplot(cor_matrix, type = "lower",
lab = TRUE, lab_size = 2.1, tl.cex = 8)
cor_matrix[lower.tri(cor_matrix, diag=TRUE)] <- ""
cor_matrix <- cor_matrix %>%
as.data.frame() %>%
rownames_to_column() %>%
gather(Variable, Correlation, -rowname) %>%
filter(Variable != rowname) %>%
filter(Correlation != "") %>%
mutate(Correlation = as.numeric(Correlation)) %>%
rename(` Variable` = rowname) %>%
arrange(desc(abs(Correlation)))
cor_matrix %>%
filter(abs(Correlation) > .5) %>%
kable() %>%
kable_styling()
| Variable | Variable | Correlation |
|---|---|---|
| TEAM_BATTING_HR | TEAM_PITCHING_HR | 0.9999326 |
| TEAM_BATTING_BB | TEAM_PITCHING_BB | 0.9998814 |
| TEAM_BATTING_SO | TEAM_PITCHING_SO | 0.9997684 |
| TEAM_BATTING_H | TEAM_PITCHING_H | 0.9991927 |
| TEAM_BASERUN_SB | TEAM_BASERUN_CS | 0.6247378 |
| TEAM_BATTING_H | TEAM_BATTING_2B | 0.5617729 |
| TEAM_BATTING_2B | TEAM_PITCHING_H | 0.5604535 |
There were high correlations between batting and pitching stats that were measuring the same feature. For instance, homeruns (HR), Walks (BB), Strikeouts (SO), and Hits (H) for batting and pitching were highly correlated with their respective feature. This will be important to consider when selecting our features for modeling.
mlb_training %>%
gather(variable, value) %>%
filter(is.na(value)) %>%
group_by(variable) %>%
tally() %>%
mutate(percent = n / nrow(mlb_training) * 100) %>%
mutate(percent = paste0(round(percent, ifelse(percent < 10, 1, 0)), "%")) %>%
arrange(desc(n)) %>%
rename(`Variable Missing Data` = variable,
`Number of Records` = n,
`Share of Total` = percent) %>%
kable(caption="<center>Missing Training Data Count and Percentage", align = "c") %>%
kable_styling(latex_options="scale_down", c("striped", "hover", "condensed", full_width=F))
| Variable Missing Data | Number of Records | Share of Total |
|---|---|---|
| TEAM_BATTING_HBP | 2085 | 92% |
| TEAM_BASERUN_CS | 772 | 34% |
| TEAM_FIELDING_DP | 286 | 13% |
| TEAM_BASERUN_SB | 131 | 5.8% |
| TEAM_BATTING_SO | 102 | 4.5% |
| TEAM_PITCHING_SO | 102 | 4.5% |
mlb_test %>%
gather(variable, value) %>%
filter(is.na(value)) %>%
group_by(variable) %>%
tally() %>%
mutate(percent = n / nrow(mlb_test) * 100) %>%
mutate(percent = paste0(round(percent, ifelse(percent < 10, 1, 0)), "%")) %>%
arrange(desc(n)) %>%
rename(`Variable Missing Data` = variable,
`Number of Records` = n,
`Share of Total` = percent) %>%
kable(caption="<center>Missing Test Data Count and Percentage", align = "c") %>%
kable_styling(latex_options="scale_down", c("striped", "hover", "condensed", full_width=F))
| Variable Missing Data | Number of Records | Share of Total |
|---|---|---|
| TEAM_BATTING_HBP | 240 | 93% |
| TEAM_BASERUN_CS | 87 | 34% |
| TEAM_FIELDING_DP | 31 | 12% |
| TEAM_BATTING_SO | 18 | 6.9% |
| TEAM_PITCHING_SO | 18 | 6.9% |
| TEAM_BASERUN_SB | 13 | 5% |
The amount of missing values in the training and test datasets for
TEAM_BATTING_HBP is exceptionally large, missing 92% and
93% of its values, respectively. If we imputed the missing values for an
amount that large, the results would lack natural variation that could
result in an effective model. Combined with their low correlation to
TARGET_WINS, we decided to drop the column in the training
and test data. For the other variables with missing values, we used a
K-Nearest Neighbor function from the VIM package to impute the missing
values.
TEAM_BATTING_HBPDropping HBP was a difficult decision to make, considering HBP is used to calculate On-Base Percentage and At-Bats (AB), with AB also used to calculate Slugging Percentage and Batting Average. Having additional baseball statistics that are commonly used to evaluate team performance would have been helpful for this analysis. However, as you will see, the additional statistics that were produced when imputing HBP created higher than normal stats, particularly with Batting Average. The highest team batting average ever was accomplished by the Philadelphia Phillies in 1894, which had a Batting Average of .350. The mean of the Batting Average column is 0.5283062. Therefore, we can infer that after imputing HBP, the averages of the other statistics become inflated, and therefore unreliable when predicting the number of wins.
set.seed(123)
mlb_train_imp2 <- mlb_training %>%
kNN(variable = c("TEAM_BASERUN_CS", "TEAM_FIELDING_DP", "TEAM_BASERUN_SB", "TEAM_BATTING_SO", "TEAM_PITCHING_SO", "TEAM_BATTING_HBP"),
k = 5, numFun = weighted.mean, weightDist = TRUE, imp_var = FALSE)
set.seed(123)
mlb_train_imp2 <- mlb_train_imp2 %>%
dplyr::mutate(TEAM_BATTING_1B = TEAM_BATTING_H - dplyr::select(., TEAM_BATTING_2B:TEAM_BATTING_HR) %>% rowSums(na.rm = FALSE)) %>%
dplyr::mutate(TEAM_BATTING_AB = TEAM_BATTING_H + TEAM_PITCHING_BB + TEAM_BATTING_SO + TEAM_BATTING_HBP) %>%
dplyr::mutate(TEAM_BATTING_AVERAGE = TEAM_BATTING_H/TEAM_BATTING_AB) %>%
dplyr::mutate(TEAM_BATTING_OBP = (TEAM_BATTING_H + TEAM_BATTING_BB + TEAM_BATTING_HBP)/(TEAM_BATTING_AB + TEAM_BATTING_BB + TEAM_BATTING_HBP)) %>%
dplyr::mutate(TEAM_BATTING_SLG = (TEAM_BATTING_1B + 2*TEAM_BATTING_2B + 3*TEAM_BATTING_3B + 4*TEAM_BATTING_HR)/TEAM_BATTING_AB) %>%
relocate(TEAM_BATTING_1B, .before = TEAM_BATTING_2B)
reactable(mlb_train_imp2)
max(mlb_train_imp2$TEAM_BATTING_AVERAGE)
## [1] 0.9428571
TEAM_BATTING_HBP and Imputing Missing
ValuesTraining
set.seed(123)
mlb_training_no_hbp <- mlb_training %>%
dplyr::select(-TEAM_BATTING_HBP)
set.seed(123)
mlb_train_imp <- mlb_training_no_hbp %>%
kNN(variable = c("TEAM_BASERUN_CS", "TEAM_FIELDING_DP", "TEAM_BASERUN_SB", "TEAM_BATTING_SO", "TEAM_PITCHING_SO"),
k = 5, numFun = weighted.mean, weightDist = TRUE, imp_var = FALSE)
reactable(mlb_train_imp)
sum(is.na(mlb_train_imp))
## [1] 0
sum(is.nan(as.matrix(mlb_train_imp)))
## [1] 0
sum(is.infinite(as.matrix(mlb_train_imp)))
## [1] 0
Test Set
set.seed(123)
mlb_test_no_hbp <- mlb_test %>%
dplyr::select(-TEAM_BATTING_HBP)
set.seed(123)
mlb_test_imp <- mlb_test_no_hbp %>%
kNN(variable = c("TEAM_BASERUN_CS", "TEAM_FIELDING_DP", "TEAM_BASERUN_SB", "TEAM_BATTING_SO", "TEAM_PITCHING_SO"),
k = 5, numFun = weighted.mean, weightDist = TRUE, imp_var = FALSE)
reactable(mlb_test_imp)
sum(is.na(mlb_test_imp))
## [1] 0
When analyzing the dataset, we realized that the number of singles (1B) were not a feature. We can deduce that the total number of homeruns (HR), triples (3B), and doubles (2B) can be subtracted from the total number of hits in order to get the total amount of singles.
mlb_train_imp <- mlb_train_imp %>%
dplyr::mutate(TEAM_BATTING_1B = TEAM_BATTING_H - dplyr::select(., TEAM_BATTING_2B:TEAM_BATTING_HR) %>% rowSums(na.rm = FALSE)) %>%
relocate(TEAM_BATTING_1B, .before = TEAM_BATTING_2B)
mlb_train_imp %>%
ggplot(aes(TEAM_BATTING_1B)) +
geom_histogram(bins = 50, fill = 'blue', color="black",) +
geom_vline(aes(xintercept = mean(TEAM_BATTING_1B, na.rm = T)), col = "red", lty = 2) +
geom_vline(aes(xintercept = median(TEAM_BATTING_1B, na.rm = T)), col = "yellow", lty = 2) +
labs(x = element_blank(),
y = "Count",
title = "Distribution of Singles",
caption = "* Red line is the mean value and yellow is the median") +
theme_classic()
The number of singles shows a positive right skewness. Let’s take a look at the correlation matrix that includes the new feature as well as the imputed data:
cor_matrix2 <- mlb_train_imp %>%
cor(., use = "complete.obs")
ggcorrplot::ggcorrplot(cor_matrix2, type = "lower",
lab = TRUE, lab_size = 2.1, tl.cex = 8)
Since transforming the variables before imputing missing values helps preserve the relationships between the variables in the regression model, we decided to
Training Set
mlb_training_no_hbp <- mlb_training_no_hbp %>%
dplyr::mutate(TEAM_BATTING_1B = TEAM_BATTING_H - dplyr::select(., TEAM_BATTING_2B:TEAM_BATTING_HR) %>% rowSums(na.rm = FALSE)) %>%
relocate(TEAM_BATTING_1B, .before = TEAM_BATTING_2B)
mlb_train_log <- log(mlb_training_no_hbp)
set.seed(123)
mlb_train_log <- mlb_train_log%>%
kNN(variable = c("TEAM_BASERUN_CS", "TEAM_FIELDING_DP", "TEAM_BASERUN_SB", "TEAM_BATTING_SO", "TEAM_PITCHING_SO"),
k = 5, numFun = weighted.mean, weightDist = TRUE, imp_var = FALSE)
sum(is.na(mlb_train_log))
## [1] 0
sum(is.nan(as.matrix(mlb_train_log)))
## [1] 0
sum(is.infinite(as.matrix(mlb_train_log)))
## [1] 271
mlb_train_log[sapply(mlb_train_log, is.infinite)] <- NA
set.seed(123)
mlb_train_log <- mlb_train_log %>%
kNN(k = 5, numFun = weighted.mean, weightDist = TRUE, imp_var = FALSE)
mlb_train_log %>%
gather(-TARGET_WINS, key = "var", value = "value") %>%
ggplot(aes(x = value, y = TARGET_WINS)) +
facet_wrap(~ var, scales = "free") +
geom_point(fill = "blue", color="blue") +
geom_smooth(method = "lm", se = FALSE, color = "black") +
labs(x = element_blank(), y = "Wins")
ggplot(gather(mlb_train_log), aes(value)) +
geom_histogram(bins = 8) +
facet_wrap(~key, scales = 'free_x')
mlb_train_log %>%
gather(variable, value, TARGET_WINS:TEAM_FIELDING_DP) %>%
ggplot(., aes(value)) +
geom_density(fill = "blue", color="blue") +
facet_wrap(~variable, scales ="free", ncol = 4) +
labs(x = element_blank(), y = element_blank())
Test Set
mlb_test_no_hbp <- mlb_test_no_hbp %>%
dplyr::mutate(TEAM_BATTING_1B = TEAM_BATTING_H - dplyr::select(., TEAM_BATTING_2B:TEAM_BATTING_HR) %>% rowSums(na.rm = FALSE)) %>%
relocate(TEAM_BATTING_1B, .before = TEAM_BATTING_2B)
mlb_test_log <- log(mlb_test_no_hbp)
set.seed(123)
mlb_test_log <- mlb_test_log%>%
kNN(variable = c("TEAM_BASERUN_CS", "TEAM_FIELDING_DP", "TEAM_BASERUN_SB", "TEAM_BATTING_SO", "TEAM_PITCHING_SO"),
k = 5, numFun = weighted.mean, weightDist = TRUE, imp_var = FALSE)
sum(is.na(mlb_test_log))
## [1] 0
sum(is.nan(as.matrix(mlb_test_log)))
## [1] 0
sum(is.infinite(as.matrix(mlb_test_log)))
## [1] 10
mlb_test_log[sapply(mlb_test_log, is.infinite)] <- NA
set.seed(123)
mlb_test_log <- mlb_test_log %>%
kNN(k = 5, numFun = weighted.mean, weightDist = TRUE, imp_var = FALSE)
sum(is.na(mlb_test_log))
## [1] 0
sum(is.nan(as.matrix(mlb_test_log)))
## [1] 0
sum(is.infinite(as.matrix(mlb_test_log)))
## [1] 0
ggplot(gather(mlb_test_log), aes(value)) +
geom_histogram(bins = 10) +
facet_wrap(~key, scales = 'free_x')
For our first model, we utilized the findCorrelation function to determine which variables to use in our model:
set.seed(123)
highlyCorDescr <- findCorrelation(cor(mlb_train_imp), cutoff = .50, verbose = TRUE)
## Compare row 6 and column 12 with corr 0.969
## Means: 0.445 vs 0.299 so flagging column 6
## Compare row 12 and column 8 with corr 0.664
## Means: 0.385 vs 0.28 so flagging column 12
## Compare row 8 and column 15 with corr 0.585
## Means: 0.361 vs 0.264 so flagging column 8
## Compare row 15 and column 3 with corr 0.548
## Means: 0.351 vs 0.25 so flagging column 15
## Compare row 3 and column 5 with corr 0.6
## Means: 0.319 vs 0.234 so flagging column 3
## Compare row 5 and column 9 with corr 0.545
## Means: 0.27 vs 0.223 so flagging column 5
## Compare row 10 and column 16 with corr 0.537
## Means: 0.23 vs 0.21 so flagging column 10
## Compare row 2 and column 4 with corr 0.563
## Means: 0.23 vs 0.205 so flagging column 2
## All correlations <= 0.5
set.seed(123)
keep_these <- names(mlb_train_imp)[!(names(mlb_train_imp) %in% colnames(mlb_train_imp)[highlyCorDescr])]
mlb_train_features <- mlb_train_imp[, keep_these]
reactable(mlb_train_features)
set.seed(123)
m1 <- lm(TARGET_WINS ~., data = mlb_train_features)
summary(m1)
##
## Call:
## lm(formula = TARGET_WINS ~ ., data = mlb_train_features)
##
## Residuals:
## Min 1Q Median 3Q Max
## -59.730 -9.069 0.117 9.464 64.835
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 52.4785254 2.6308447 19.947 < 2e-16 ***
## TEAM_BATTING_2B 0.1065221 0.0068492 15.553 < 2e-16 ***
## TEAM_BATTING_BB 0.0278131 0.0049833 5.581 2.67e-08 ***
## TEAM_BASERUN_SB 0.0294882 0.0038088 7.742 1.46e-14 ***
## TEAM_PITCHING_H -0.0005290 0.0003480 -1.520 0.129
## TEAM_PITCHING_BB 0.0046760 0.0035840 1.305 0.192
## TEAM_PITCHING_SO -0.0032815 0.0006911 -4.748 2.18e-06 ***
## TEAM_FIELDING_DP -0.0983059 0.0140603 -6.992 3.56e-12 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 14.21 on 2268 degrees of freedom
## Multiple R-squared: 0.1882, Adjusted R-squared: 0.1857
## F-statistic: 75.12 on 7 and 2268 DF, p-value: < 2.2e-16
The initial results
set.seed(123)
m1_train_revised <- lm(TARGET_WINS ~ TEAM_BATTING_2B + TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_PITCHING_SO + TEAM_FIELDING_DP, data = mlb_train_features)
summary(m1_train_revised)
##
## Call:
## lm(formula = TARGET_WINS ~ TEAM_BATTING_2B + TEAM_BATTING_BB +
## TEAM_BASERUN_SB + TEAM_PITCHING_SO + TEAM_FIELDING_DP, data = mlb_train_features)
##
## Residuals:
## Min 1Q Median 3Q Max
## -58.836 -8.987 0.189 9.450 64.404
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 50.9419986 2.4345521 20.925 < 2e-16 ***
## TEAM_BATTING_2B 0.1052782 0.0067785 15.531 < 2e-16 ***
## TEAM_BATTING_BB 0.0340953 0.0027860 12.238 < 2e-16 ***
## TEAM_BASERUN_SB 0.0308966 0.0036161 8.544 < 2e-16 ***
## TEAM_PITCHING_SO -0.0029254 0.0005523 -5.297 1.29e-07 ***
## TEAM_FIELDING_DP -0.0992912 0.0140364 -7.074 2.00e-12 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 14.22 on 2270 degrees of freedom
## Multiple R-squared: 0.1873, Adjusted R-squared: 0.1856
## F-statistic: 104.7 on 5 and 2270 DF, p-value: < 2.2e-16
ggplot(m1_train_revised, aes(x = .fitted, y = .resid)) +
geom_point() +
geom_hline(yintercept = 0, linetype = "dashed") +
labs(title="Residual vs. Fitted Values Plot") +
xlab("Fitted values") +
ylab("Residuals")
ggplot(data = m1_train_revised, aes(x = m1_train_revised$residuals)) +
geom_histogram(bins = 10, fill = 'steelblue', color = 'black') +
labs(title = 'Histogram of Residuals', x = 'Residuals', y = 'Frequency')
ggplot(data = m1_train_revised, aes(x = .resid)) +
geom_histogram(binwidth = 0.4) +
xlab("Residuals")
qqnorm(resid(m1_train_revised))
qqline(resid(m1_train_revised))
set.seed(123)
highlyCorDescr2 <- findCorrelation(cor(mlb_train_log), cutoff = .50, verbose = TRUE)
## Compare row 6 and column 15 with corr 0.78
## Means: 0.489 vs 0.325 so flagging column 6
## Compare row 15 and column 12 with corr 0.659
## Means: 0.455 vs 0.305 so flagging column 15
## Compare row 12 and column 8 with corr 0.522
## Means: 0.396 vs 0.282 so flagging column 12
## Compare row 8 and column 3 with corr 0.801
## Means: 0.392 vs 0.263 so flagging column 8
## Compare row 3 and column 5 with corr 0.593
## Means: 0.355 vs 0.247 so flagging column 3
## Compare row 5 and column 14 with corr 0.563
## Means: 0.28 vs 0.237 so flagging column 5
## Compare row 7 and column 11 with corr 0.685
## Means: 0.313 vs 0.219 so flagging column 7
## Compare row 16 and column 9 with corr 0.544
## Means: 0.248 vs 0.198 so flagging column 16
## Compare row 2 and column 4 with corr 0.578
## Means: 0.309 vs 0.175 so flagging column 2
## All correlations <= 0.5
set.seed(123)
keep_these2 <- names(mlb_train_log)[!(names(mlb_train_log) %in% colnames(mlb_train_log)[highlyCorDescr2])]
mlb_train_features2 <- mlb_train_log[, keep_these2]
reactable(mlb_train_features2)
set.seed(123)
m2_log <- lm(TARGET_WINS ~., data = mlb_train_features2)
summary(m2_log)
##
## Call:
## lm(formula = TARGET_WINS ~ ., data = mlb_train_features2)
##
## Residuals:
## Min 1Q Median 3Q Max
## -1.21655 -0.10935 0.02095 0.12652 0.65467
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.928902 0.206293 14.198 < 2e-16 ***
## TEAM_BATTING_2B 0.373551 0.022051 16.941 < 2e-16 ***
## TEAM_BASERUN_SB 0.064488 0.006880 9.373 < 2e-16 ***
## TEAM_BASERUN_CS 0.004051 0.009499 0.426 0.67
## TEAM_PITCHING_H -0.129390 0.014424 -8.971 < 2e-16 ***
## TEAM_PITCHING_BB 0.123832 0.017761 6.972 4.08e-12 ***
## TEAM_PITCHING_SO -0.111174 0.012877 -8.634 < 2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.1991 on 2269 degrees of freedom
## Multiple R-squared: 0.1906, Adjusted R-squared: 0.1884
## F-statistic: 89.03 on 6 and 2269 DF, p-value: < 2.2e-16
The initial results did not produce a trustworthy model. The Adjusted
R-squared value was 21.14%, meaning the independent variables in the
model can only account for 21.14% of the variance of
TARGET_WINS. There were a considerable amount of
independent variables that had a p-value greater than 0.05, which
indicates that they are not statistically significant and could be
affecting the model’s ability to determine the impact other variables
may have on the explaining the variance of TARGET_WINS. We
decided to re-run the model without the variables with high p-values to
see any improvement in our model. The variables with p-values greater
than 0.05 and will be removed are TEAM_BATTING_2B,
TEAM_BATTING_3B, TEAM_BATTING_HR,
TEAM_BATTING_SO, and TEAM_PITCHING_SO:
set.seed(123)
m2_log2 <- lm(TARGET_WINS ~ TEAM_BASERUN_SB + TEAM_BATTING_2B + TEAM_PITCHING_H + TEAM_PITCHING_BB + TEAM_PITCHING_SO, data = mlb_train_features2)
summary(m2_log2)
##
## Call:
## lm(formula = TARGET_WINS ~ TEAM_BASERUN_SB + TEAM_BATTING_2B +
## TEAM_PITCHING_H + TEAM_PITCHING_BB + TEAM_PITCHING_SO, data = mlb_train_features2)
##
## Residuals:
## Min 1Q Median 3Q Max
## -1.22005 -0.10941 0.02093 0.12710 0.65297
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.968279 0.184439 16.094 < 2e-16 ***
## TEAM_BASERUN_SB 0.065409 0.006531 10.016 < 2e-16 ***
## TEAM_BATTING_2B 0.372693 0.021955 16.976 < 2e-16 ***
## TEAM_PITCHING_H -0.130712 0.014084 -9.281 < 2e-16 ***
## TEAM_PITCHING_BB 0.122628 0.017532 6.994 3.49e-12 ***
## TEAM_PITCHING_SO -0.112025 0.012719 -8.808 < 2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.1991 on 2270 degrees of freedom
## Multiple R-squared: 0.1905, Adjusted R-squared: 0.1887
## F-statistic: 106.8 on 5 and 2270 DF, p-value: < 2.2e-16
Removing the variables did not impact the Adjusted R-squared value, which shows a decrease of 0.02 to 21.12%.
ggplot(m2_log2, aes(x = .fitted, y = .resid)) +
geom_point() +
geom_hline(yintercept = 0, linetype = "dashed") +
labs(title="Residual vs. Fitted Values Plot") +
xlab("Fitted values") +
ylab("Residuals")
ggplot(data = m2_log2, aes(x = .resid)) +
geom_histogram(binwidth = 0.03) +
xlab("Residuals")
qqnorm(resid(m2_log2))
qqline(resid(m2_log2))
set.seed(123)
filterCtrl <- rfeControl(functions=rfFuncs, method="cv", number=3)
results <- rfe(x= mlb_train_imp[,2:16],y= mlb_train_imp[,1], sizes=c(2:16), rfeControl=filterCtrl)
results
##
## Recursive feature selection
##
## Outer resampling method: Cross-Validated (3 fold)
##
## Resampling performance over subset size:
##
## Variables RMSE Rsquared MAE RMSESD RsquaredSD MAESD Selected
## 2 14.17 0.2137 11.131 0.1632 0.03138 0.2706
## 3 12.98 0.3209 10.263 0.2405 0.04370 0.2790
## 4 12.73 0.3512 10.040 0.1634 0.03715 0.1218
## 5 12.48 0.3842 9.825 0.2171 0.04292 0.1585
## 6 12.00 0.4274 9.383 0.3385 0.05343 0.2741
## 7 12.10 0.4205 9.515 0.2491 0.04685 0.2315
## 8 12.08 0.4255 9.468 0.2882 0.05011 0.2251
## 9 11.88 0.4419 9.290 0.2191 0.04224 0.2042
## 10 11.90 0.4423 9.303 0.2775 0.04907 0.2164
## 11 11.93 0.4430 9.347 0.2345 0.04506 0.2115
## 12 11.85 0.4481 9.271 0.2436 0.04671 0.2161 *
## 13 11.90 0.4430 9.316 0.2755 0.04766 0.2605
## 14 11.93 0.4416 9.327 0.2527 0.04601 0.2363
## 15 11.87 0.4466 9.261 0.2487 0.04392 0.2278
##
## The top 5 variables (out of 12):
## TEAM_FIELDING_E, TEAM_BATTING_H, TEAM_BASERUN_CS, TEAM_BATTING_BB, TEAM_PITCHING_SO
set.seed(123)
m3_train <- lm(TARGET_WINS ~ TEAM_FIELDING_E + TEAM_BATTING_H + TEAM_BASERUN_CS + TEAM_BATTING_BB + TEAM_PITCHING_SO, data = mlb_train_imp)
summary(m3_train)
##
## Call:
## lm(formula = TARGET_WINS ~ TEAM_FIELDING_E + TEAM_BATTING_H +
## TEAM_BASERUN_CS + TEAM_BATTING_BB + TEAM_PITCHING_SO, data = mlb_train_imp)
##
## Residuals:
## Min 1Q Median 3Q Max
## -45.609 -8.786 0.103 9.000 50.032
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) -1.347e+01 3.712e+00 -3.629 0.000291 ***
## TEAM_FIELDING_E -1.618e-02 1.708e-03 -9.476 < 2e-16 ***
## TEAM_BATTING_H 5.447e-02 2.126e-03 25.624 < 2e-16 ***
## TEAM_BASERUN_CS 8.828e-02 8.222e-03 10.737 < 2e-16 ***
## TEAM_BATTING_BB 2.200e-02 3.109e-03 7.075 1.99e-12 ***
## TEAM_PITCHING_SO 1.731e-03 5.409e-04 3.199 0.001396 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 13.37 on 2270 degrees of freedom
## Multiple R-squared: 0.2809, Adjusted R-squared: 0.2793
## F-statistic: 177.3 on 5 and 2270 DF, p-value: < 2.2e-16
ggplot(m3_train, aes(x = .fitted, y = .resid)) +
geom_point() +
geom_hline(yintercept = 0, linetype = "dashed") +
labs(title="Residual vs. Fitted Values Plot") +
xlab("Fitted values") +
ylab("Residuals")
ggplot(data = m3_train, aes(x = m3_train$residuals)) +
geom_histogram(bins = 10, fill = 'steelblue', color = 'black') +
labs(title = 'Histogram of Residuals', x = 'Residuals', y = 'Frequency')
ggplot(data = m3_train, aes(x = .resid)) +
geom_histogram(binwidth = 0.4) +
xlab("Residuals")
qqnorm(resid(m3_train))
qqline(resid(m3_train))
set.seed(123)
filterCtrl2 <- rfeControl(functions=rfFuncs, method="cv", number=3)
results2 <- rfe(x= mlb_train_log[,2:16],y= mlb_train_log[,1], sizes=c(2:16), rfeControl=filterCtrl2)
results2
##
## Recursive feature selection
##
## Outer resampling method: Cross-Validated (3 fold)
##
## Resampling performance over subset size:
##
## Variables RMSE Rsquared MAE RMSESD RsquaredSD MAESD Selected
## 2 0.1980 0.2139 0.1480 0.008784 0.03466 0.005485
## 3 0.1798 0.3368 0.1343 0.005996 0.08552 0.005938
## 4 0.1751 0.3781 0.1298 0.001170 0.06430 0.002825
## 5 0.1748 0.3855 0.1289 0.001654 0.06539 0.001581
## 6 0.1705 0.4096 0.1256 0.003244 0.05195 0.003023
## 7 0.1709 0.4084 0.1256 0.004063 0.05415 0.002838
## 8 0.1701 0.4184 0.1251 0.003443 0.05773 0.002629
## 9 0.1700 0.4153 0.1253 0.004262 0.06991 0.003601
## 10 0.1700 0.4175 0.1252 0.004390 0.07165 0.003373
## 11 0.1696 0.4225 0.1253 0.003666 0.07539 0.003654
## 12 0.1694 0.4223 0.1245 0.003572 0.06565 0.002294 *
## 13 0.1697 0.4195 0.1245 0.003871 0.06149 0.002530
## 14 0.1697 0.4202 0.1247 0.003687 0.07013 0.003204
## 15 0.1698 0.4156 0.1249 0.003739 0.06493 0.002897
##
## The top 5 variables (out of 12):
## TEAM_FIELDING_E, TEAM_BATTING_H, TEAM_BASERUN_SB, TEAM_PITCHING_SO, TEAM_BATTING_BB
set.seed(123)
m4_log <- lm(TARGET_WINS ~ TEAM_FIELDING_E + TEAM_BATTING_H + TEAM_BASERUN_SB + TEAM_PITCHING_SO + TEAM_BATTING_BB, data=mlb_train_log)
summary(m4_log)
##
## Call:
## lm(formula = TARGET_WINS ~ TEAM_FIELDING_E + TEAM_BATTING_H +
## TEAM_BASERUN_SB + TEAM_PITCHING_SO + TEAM_BATTING_BB, data = mlb_train_log)
##
## Residuals:
## Min 1Q Median 3Q Max
## -1.19699 -0.10778 0.00665 0.11636 0.80712
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) -2.67180 0.40736 -6.559 6.70e-11 ***
## TEAM_FIELDING_E -0.14556 0.01060 -13.736 < 2e-16 ***
## TEAM_BATTING_H 0.96713 0.04543 21.289 < 2e-16 ***
## TEAM_BASERUN_SB 0.10406 0.00710 14.656 < 2e-16 ***
## TEAM_PITCHING_SO -0.04167 0.01371 -3.040 0.00239 **
## TEAM_BATTING_BB 0.08924 0.01447 6.167 8.21e-10 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.1823 on 2270 degrees of freedom
## Multiple R-squared: 0.3215, Adjusted R-squared: 0.3201
## F-statistic: 215.2 on 5 and 2270 DF, p-value: < 2.2e-16
set.seed(123)
vip(m4_log)
ggplot(m4_log, aes(x = .fitted, y = .resid)) +
geom_point() +
geom_hline(yintercept = 0, linetype = "dashed") +
labs(title="Residual vs. Fitted Values Plot") +
xlab("Fitted values") +
ylab("Residuals")
ggplot(data = m4_log, aes(x = m4_log$residuals)) +
geom_histogram(bins = 10, fill = 'steelblue', color = 'black') +
labs(title = 'Histogram of Residuals', x = 'Residuals', y = 'Frequency')
ggplot(data = m4_log, aes(x = .resid)) +
geom_histogram(binwidth = 0.2) +
xlab("Residuals")
qqnorm(resid(m4_log))
qqline(resid(m4_log))
set.seed(123)
compare_performance(m1_train_revised, m2_log2, m3_train, m4_log)
## # Comparison of Model Performance Indices
##
## Name | Model | AIC (weights) | AICc (weights) | BIC (weights) | R2 | R2 (adj.) | RMSE | Sigma
## --------------------------------------------------------------------------------------------------------------------
## m1_train_revised | lm | 18549.6 (<.001) | 18549.7 (<.001) | 18589.7 (<.001) | 0.187 | 0.186 | 14.197 | 14.216
## m2_log2 | lm | -879.5 (<.001) | -879.5 (<.001) | -839.4 (<.001) | 0.190 | 0.189 | 0.199 | 0.199
## m3_train | lm | 18271.3 (<.001) | 18271.3 (<.001) | 18311.4 (<.001) | 0.281 | 0.279 | 13.355 | 13.373
## m4_log | lm | -1281.5 (>.999) | -1281.5 (>.999) | -1241.4 (>.999) | 0.322 | 0.320 | 0.182 | 0.182
Based on the results from each model, we decided to go with the 4th
model, m4_log, which produced the highest Adjusted
R-squared at 32% and the lowest Root Mean Squared Error at 0.182. The
final variables for the model are TEAM_FIELDING_E,
TEAM_BATTING_H TEAM_BASERUN_SB,
TEAM_PITCHING_SO, and TEAM_BATTING_BB
predictions <- predict(m4_log, newdata = mlb_test_log)
summary(predictions)
## Min. 1st Qu. Median Mean 3rd Qu. Max.
## 3.490 4.296 4.378 4.362 4.448 4.740
mlb_test_log$predicted_wins <- round(exp(predictions))
mlb_test_log_final <- mlb_test_log %>%
relocate(predicted_wins)
reactable(mlb_test_log_final)
https://www.mastersindatascience.org/learning/how-to-deal-with-missing-data/#:~:text=When%20dealing%20with%20missing%20data,be%20required%2C%20even%20if%20incomplete.
https://www.analyticsvidhya.com/blog/2021/10/handling-missing-value/#:~:text=Generally%2C%20this%20approach%20is%20not,useful%20data%20from%20the%20dataset.
https://www.statmuse.com/mlb/ask/which-team-has-the-highest-batting-average-in-a-season
https://jtr13.github.io/cc21fall2/feature-selection-in-r.html